R Under development (unstable) (2025-08-21 r88668 ucrt) -- "Unsuffered Consequences"
Copyright (C) 2025 The R Foundation for Statistical Computing
Platform: x86_64-w64-mingw32/x64

R is free software and comes with ABSOLUTELY NO WARRANTY.
You are welcome to redistribute it under certain conditions.
Type 'license()' or 'licence()' for distribution details.

R is a collaborative project with many contributors.
Type 'contributors()' for more information and
'citation()' on how to cite R or R packages in publications.

Type 'demo()' for some demos, 'help()' for on-line help, or
'help.start()' for an HTML browser interface to help.
Type 'q()' to quit R.

> 
> # REDUNDANT cat("CANNOT TEST LGCPMETHODS ...\n")
> 
> library(lgcp)

 Welcome to 'lgcp': Log-Gaussian Cox Process
 B. M. Taylor & T. M. Davies & B. S. Rowlingson & P. J. Diggle.

Type '?lgcp' for details.

Type 'lgcpvignette()' to view the basic package vignette.

Type 'lgcpbayes()' to view the Bayesian package vignette.

Type 'citation("lgcp")' to view the citation for this package.

Please see the lgcp package NEWS file for latest additions, changes and bug fixes.

Note, RandomFields covariance functions are currently unavailable.
> library(spatstat.explore)
Loading required package: spatstat.data
Loading required package: spatstat.univar
spatstat.univar 3.1-4
Loading required package: spatstat.geom
spatstat.geom 3.5-0
Loading required package: spatstat.random
spatstat.random 3.4-1
Loading required package: nlme
spatstat.explore 3.5-2
> library(spatstat.utils)
> library(sp)
> library(raster)

Attaching package: 'raster'

The following object is masked from 'package:nlme':

    getData

> 
> set.seed(1)
> 
> sd <- lgcpSimSpatial()
FFT Grid size: [64 , 64]
Warning message:
23 points were rejected as lying outside the specified window 
> 
> xyt <- lgcpSim()
FFT Grid size: [64 , 64]

  |                                                                            
  |========                                                              |  11%
  |                                                                            
  |================                                                      |  22%
  |                                                                            
  |=======================                                               |  33%
  |                                                                            
  |===============================                                       |  44%
  |                                                                            
  |=======================================                               |  56%
  |                                                                            
  |===============================================                       |  67%
  |                                                                            
  |======================================================                |  78%
  |                                                                            
  |==============================================================        |  89%
  |                                                                            
  |======================================================================| 100%
Warning message:
In temporalAtRisk.function(f, tlim, warn = warn) :
  No xyt specified, given temporal intensity treated is treated as known
> 
> # check plotting
> 
> plot(sd)
> plot(xyt)
> 
> # now check fitting algorithms
> 
> sdsave <- file.path(tempdir(),"lgm")
> xytsave <- file.path(tempdir(),"lg")
> 
> exceed <- exceedProbs(c(1.5,2))
> 
> lgm <- lgcpPredictSpatial(  sd=sd,
+                             model.parameters=lgcppars(sigma=2,phi=0.1),
+         					spatial.covmodel="exponential",
+         					cellwidth=0.1,
+         					spatial.intensity=density(sd),
+         					mcmc.control=mcmcpars(mala.length=200,burnin=20,
+                                 retain=20,adaptivescheme=andrieuthomsh(inith=1,alpha=0.5,C=1,
+                                 targetacceptance=0.574)),
+         					output.control=setoutput(gridfunction=
+                                 dump2dir(dirname=sdsave,forceSave=TRUE),
+                                 gridmeans=MonteCarloAverage("exceed")),
+         					gradtrunc=Inf, # no gradient truncation
+         					ext=2)
FFT Grid size: [32 , 32]
WARNING: disk space required for saving is approximately 0.02 Mb, Netcdf file: D:\temp\2025_08_22_19_05_18_31607\Rtmp6t41By/lgm/simout.nc created

  |                                                   
  |==                                           |   5% : Burn-in
  |                                                   
  |=====                                        |  11% : Burn-in
  |                                                   
  |=======                                      |  16% : Burn-in
  |                                                   
  |=========                                    |  21% : Burn-in
  |                                                   
  |============                                 |  26% : Burn-in
  |                                                   
  |==============                               |  32% : Burn-in
  |                                                   
  |=================                            |  37% : Burn-in
  |                                                   
  |===================                          |  42% : Burn-in
  |                                                   
  |=====================                        |  47% : Burn-in
  |                                                   
  |========================                     |  53% : Burn-in
  |                                                   
  |==========================                   |  58% : Burn-in
  |                                                   
  |============================                 |  63% : Burn-in
  |                                                   
  |===============================              |  68% : Burn-in
  |                                                   
  |=================================            |  74% : Burn-in
  |                                                   
  |====================================         |  79% : Burn-in
  |                                                   
  |======================================       |  84% : Burn-in
  |                                                   
  |========================================     |  89% : Burn-in
  |                                                   
  |===========================================  |  95% : Burn-in
  |                                                   
  |=============================================| 100% : Burn-in
  |                                                   
  |                                             |   1% : Run [22/200]
  |                                                   
  |=                                            |   1% : Run [23/200]
  |                                                   
  |=                                            |   2% : Run [24/200]
  |                                                   
  |=                                            |   3% : Run [26/200]
  |                                                   
  |==                                           |   3% : Run [27/200]
  |                                                   
  |==                                           |   4% : Run [28/200]
  |                                                   
  |==                                           |   5% : Run [30/200]
  |                                                   
  |===                                          |   6% : Run [31/200]
  |                                                   
  |===                                          |   7% : Run [33/200]
  |                                                   
  |====                                         |   8% : Run [35/200]
  |                                                   
  |====                                         |   9% : Run [37/200]
  |                                                   
  |=====                                        |  10% : Run [39/200]
  |                                                   
  |=====                                        |  11% : Run [40/200]
  |                                                   
  |=====                                        |  12% : Run [42/200]
  |                                                   
  |======                                       |  12% : Run [43/200]
  |                                                   
  |======                                       |  13% : Run [44/200]
  |                                                   
  |======                                       |  14% : Run [46/200]
  |                                                   
  |=======                                      |  15% : Run [47/200]
  |                                                   
  |=======                                      |  16% : Run [49/200]
  |                                                   
  |========                                     |  17% : Run [51/200]
  |                                                   
  |========                                     |  18% : Run [53/200]
  |                                                   
  |=========                                    |  19% : Run [55/200]
  |                                                   
  |=========                                    |  20% : Run [56/200]
  |                                                   
  |=========                                    |  21% : Run [58/200]
  |                                                   
  |==========                                   |  21% : Run [59/200]
  |                                                   
  |==========                                   |  22% : Run [60/200]
  |                                                   
  |==========                                   |  23% : Run [62/200]
  |                                                   
  |===========                                  |  23% : Run [63/200]
  |                                                   
  |===========                                  |  24% : Run [64/200]
  |                                                   
  |===========                                  |  25% : Run [65/200]
  |                                                   
  |============                                 |  26% : Run [67/200]
  |                                                   
  |============                                 |  27% : Run [69/200]
  |                                                   
  |=============                                |  28% : Run [71/200]
  |                                                   
  |=============                                |  29% : Run [73/200]
  |                                                   
  |=============                                |  30% : Run [74/200]
  |                                                   
  |==============                               |  30% : Run [75/200]
  |                                                   
  |==============                               |  31% : Run [76/200]
  |                                                   
  |==============                               |  32% : Run [78/200]
  |                                                   
  |===============                              |  32% : Run [79/200]
  |                                                   
  |===============                              |  33% : Run [80/200]
  |                                                   
  |===============                              |  34% : Run [81/200]
  |                                                   
  |================                             |  35% : Run [83/200]
  |                                                   
  |================                             |  36% : Run [85/200]
  |                                                   
  |=================                            |  37% : Run [87/200]
  |                                                   
  |=================                            |  38% : Run [89/200]
  |                                                   
  |=================                            |  39% : Run [90/200]
  |                                                   
  |==================                           |  39% : Run [91/200]
  |                                                   
  |==================                           |  40% : Run [92/200]
  |                                                   
  |==================                           |  41% : Run [94/200]
  |                                                   
  |===================                          |  41% : Run [95/200]
  |                                                   
  |===================                          |  42% : Run [96/200]
  |                                                   
  |===================                          |  43% : Run [98/200]
  |                                                   
  |====================                         |  44% : Run [99/200]
  |                                                   
  |====================                         |  45% : Run [101/200]
  |                                                   
  |=====================                        |  46% : Run [103/200]
  |                                                   
  |=====================                        |  47% : Run [105/200]
  |                                                   
  |======================                       |  48% : Run [107/200]
  |                                                   
  |======================                       |  49% : Run [108/200]
  |                                                   
  |======================                       |  50% : Run [110/200]
  |                                                   
  |=======================                      |  50% : Run [111/200]
  |                                                   
  |=======================                      |  51% : Run [112/200]
  |                                                   
  |=======================                      |  52% : Run [114/200]
  |                                                   
  |========================                     |  53% : Run [115/200]
  |                                                   
  |========================                     |  54% : Run [117/200]
  |                                                   
  |=========================                    |  55% : Run [119/200]
  |                                                   
  |=========================                    |  56% : Run [121/200]
  |                                                   
  |==========================                   |  57% : Run [123/200]
  |                                                   
  |==========================                   |  58% : Run [124/200]
  |                                                   
  |==========================                   |  59% : Run [126/200]
  |                                                   
  |===========================                  |  59% : Run [127/200]
  |                                                   
  |===========================                  |  60% : Run [128/200]
  |                                                   
  |===========================                  |  61% : Run [130/200]
  |                                                   
  |============================                 |  61% : Run [131/200]
  |                                                   
  |============================                 |  62% : Run [132/200]
  |                                                   
  |============================                 |  63% : Run [133/200]
  |                                                   
  |=============================                |  64% : Run [135/200]
  |                                                   
  |=============================                |  65% : Run [137/200]
  |                                                   
  |==============================               |  66% : Run [139/200]
  |                                                   
  |==============================               |  67% : Run [141/200]
  |                                                   
  |==============================               |  68% : Run [142/200]
  |                                                   
  |===============================              |  68% : Run [143/200]
  |                                                   
  |===============================              |  69% : Run [144/200]
  |                                                   
  |===============================              |  70% : Run [146/200]
  |                                                   
  |================================             |  70% : Run [147/200]
  |                                                   
  |================================             |  71% : Run [148/200]
  |                                                   
  |================================             |  72% : Run [149/200]
  |                                                   
  |=================================            |  73% : Run [151/200]
  |                                                   
  |=================================            |  74% : Run [153/200]
  |                                                   
  |==================================           |  75% : Run [155/200]
  |                                                   
  |==================================           |  76% : Run [157/200]
  |                                                   
  |==================================           |  77% : Run [158/200]
  |                                                   
  |===================================          |  77% : Run [159/200]
  |                                                   
  |===================================          |  78% : Run [160/200]
  |                                                   
  |===================================          |  79% : Run [162/200]
  |                                                   
  |====================================         |  79% : Run [163/200]
  |                                                   
  |====================================         |  80% : Run [164/200]
  |                                                   
  |====================================         |  81% : Run [166/200]
  |                                                   
  |=====================================        |  82% : Run [167/200]
  |                                                   
  |=====================================        |  83% : Run [169/200]
  |                                                   
  |======================================       |  84% : Run [171/200]
  |                                                   
  |======================================       |  85% : Run [173/200]
  |                                                   
  |=======================================      |  86% : Run [175/200]
  |                                                   
  |=======================================      |  87% : Run [176/200]
  |                                                   
  |=======================================      |  88% : Run [178/200]
  |                                                   
  |========================================     |  88% : Run [179/200]
  |                                                   
  |========================================     |  89% : Run [180/200]
  |                                                   
  |========================================     |  90% : Run [182/200]
  |                                                   
  |=========================================    |  91% : Run [183/200]
  |                                                   
  |=========================================    |  92% : Run [185/200]
  |                                                   
  |==========================================   |  93% : Run [187/200]
  |                                                   
  |==========================================   |  94% : Run [189/200]
  |                                                   
  |===========================================  |  95% : Run [191/200]
  |                                                   
  |===========================================  |  96% : Run [192/200]
  |                                                   
  |===========================================  |  97% : Run [194/200]
  |                                                   
  |============================================ |  97% : Run [195/200]
  |                                                   
  |============================================ |  98% : Run [196/200]
  |                                                   
  |============================================ |  99% : Run [198/200]
  |                                                   
  |=============================================|  99% : Run [199/200]
  |                                                   
  |=============================================| 100% : Run [200/200]

Files written to D:\temp\2025_08_22_19_05_18_31607\Rtmp6t41By/lgm/
> 
> lg <- lgcpPredict(  xyt=xyt,
+                     T=8,
+ 				    laglength=4,
+ 				    model.parameters=lgcppars(sigma=2,phi=0.1,theta=1),
+ 				    spatial.covmodel="exponential",
+ 				    cellwidth=0.1,
+ 				    spatial.intensity=density(xyt),
+ 				    temporal.intensity=function(x){return(100)},
+ 				    mcmc.control=mcmcpars(mala.length=200,burnin=20,
+ 				        retain=20,adaptivescheme=andrieuthomsh(inith=0.01,alpha=0.5,C=1,targetacceptance=0.574)),
+ 				    output.control=setoutput(gridfunction=
+ 				                dump2dir(dirname=xytsave,forceSave=TRUE),
+                                 gridmeans=MonteCarloAverage("exceed")),
+ 				    autorotate=FALSE,
+ 				    gradtrunc=Inf)
Warning in lgcpPredict(xyt = xyt, T = 8, laglength = 4, model.parameters = lgcppars(sigma = 2,  :
  Converting T into integer value, see ?as.integer
Warning in lgcpPredict(xyt = xyt, T = 8, laglength = 4, model.parameters = lgcppars(sigma = 2,  :
  Converting laglength into integer values, see ?as.integer
Warning in lgcpPredict(xyt = xyt, T = 8, laglength = 4, model.parameters = lgcppars(sigma = 2,  :
  Converting xyt$t into integer values, see ?as.integer
FFT Grid size: [32 , 32]
WARNING: disk space required for saving is approximately 0.02 Mb, Netcdf file: D:\temp\2025_08_22_19_05_18_31607\Rtmp6t41By/lg/simout.nc created

  |                                                   
  |==                                           |   5% : Burn-in
  |                                                   
  |=====                                        |  11% : Burn-in
  |                                                   
  |=======                                      |  16% : Burn-in
  |                                                   
  |=========                                    |  21% : Burn-in
  |                                                   
  |============                                 |  26% : Burn-in
  |                                                   
  |==============                               |  32% : Burn-in
  |                                                   
  |=================                            |  37% : Burn-in
  |                                                   
  |===================                          |  42% : Burn-in
  |                                                   
  |=====================                        |  47% : Burn-in
  |                                                   
  |========================                     |  53% : Burn-in
  |                                                   
  |==========================                   |  58% : Burn-in
  |                                                   
  |============================                 |  63% : Burn-in
  |                                                   
  |===============================              |  68% : Burn-in
  |                                                   
  |=================================            |  74% : Burn-in
  |                                                   
  |====================================         |  79% : Burn-in
  |                                                   
  |======================================       |  84% : Burn-in
  |                                                   
  |========================================     |  89% : Burn-in
  |                                                   
  |===========================================  |  95% : Burn-in
  |                                                   
  |=============================================| 100% : Burn-in
  |                                                   
  |                                             |   1% : Run [22/200]
  |                                                   
  |=                                            |   1% : Run [23/200]
  |                                                   
  |=                                            |   2% : Run [24/200]
  |                                                   
  |=                                            |   3% : Run [26/200]
  |                                                   
  |==                                           |   3% : Run [27/200]
  |                                                   
  |==                                           |   4% : Run [28/200]
  |                                                   
  |==                                           |   5% : Run [30/200]
  |                                                   
  |===                                          |   6% : Run [31/200]
  |                                                   
  |===                                          |   7% : Run [33/200]
  |                                                   
  |====                                         |   8% : Run [35/200]
  |                                                   
  |====                                         |   9% : Run [37/200]
  |                                                   
  |=====                                        |  10% : Run [39/200]
  |                                                   
  |=====                                        |  11% : Run [40/200]
  |                                                   
  |=====                                        |  12% : Run [42/200]
  |                                                   
  |======                                       |  12% : Run [43/200]
  |                                                   
  |======                                       |  13% : Run [44/200]
  |                                                   
  |======                                       |  14% : Run [46/200]
  |                                                   
  |=======                                      |  15% : Run [47/200]
  |                                                   
  |=======                                      |  16% : Run [49/200]
  |                                                   
  |========                                     |  17% : Run [51/200]
  |                                                   
  |========                                     |  18% : Run [53/200]
  |                                                   
  |=========                                    |  19% : Run [55/200]
  |                                                   
  |=========                                    |  20% : Run [56/200]
  |                                                   
  |=========                                    |  21% : Run [58/200]
  |                                                   
  |==========                                   |  21% : Run [59/200]
  |                                                   
  |==========                                   |  22% : Run [60/200]
  |                                                   
  |==========                                   |  23% : Run [62/200]
  |                                                   
  |===========                                  |  23% : Run [63/200]
  |                                                   
  |===========                                  |  24% : Run [64/200]
  |                                                   
  |===========                                  |  25% : Run [65/200]
  |                                                   
  |============                                 |  26% : Run [67/200]
  |                                                   
  |============                                 |  27% : Run [69/200]
  |                                                   
  |=============                                |  28% : Run [71/200]
  |                                                   
  |=============                                |  29% : Run [73/200]
  |                                                   
  |=============                                |  30% : Run [74/200]
  |                                                   
  |==============                               |  30% : Run [75/200]
  |                                                   
  |==============                               |  31% : Run [76/200]
  |                                                   
  |==============                               |  32% : Run [78/200]
  |                                                   
  |===============                              |  32% : Run [79/200]
  |                                                   
  |===============                              |  33% : Run [80/200]
  |                                                   
  |===============                              |  34% : Run [81/200]
  |                                                   
  |================                             |  35% : Run [83/200]
  |                                                   
  |================                             |  36% : Run [85/200]
  |                                                   
  |=================                            |  37% : Run [87/200]
  |                                                   
  |=================                            |  38% : Run [89/200]
  |                                                   
  |=================                            |  39% : Run [90/200]
  |                                                   
  |==================                           |  39% : Run [91/200]
  |                                                   
  |==================                           |  40% : Run [92/200]
  |                                                   
  |==================                           |  41% : Run [94/200]
  |                                                   
  |===================                          |  41% : Run [95/200]
  |                                                   
  |===================                          |  42% : Run [96/200]
  |                                                   
  |===================                          |  43% : Run [98/200]
  |                                                   
  |====================                         |  44% : Run [99/200]
  |                                                   
  |====================                         |  45% : Run [101/200]
  |                                                   
  |=====================                        |  46% : Run [103/200]
  |                                                   
  |=====================                        |  47% : Run [105/200]
  |                                                   
  |======================                       |  48% : Run [107/200]
  |                                                   
  |======================                       |  49% : Run [108/200]
  |                                                   
  |======================                       |  50% : Run [110/200]
  |                                                   
  |=======================                      |  50% : Run [111/200]
  |                                                   
  |=======================                      |  51% : Run [112/200]
  |                                                   
  |=======================                      |  52% : Run [114/200]
  |                                                   
  |========================                     |  53% : Run [115/200]
  |                                                   
  |========================                     |  54% : Run [117/200]
  |                                                   
  |=========================                    |  55% : Run [119/200]
  |                                                   
  |=========================                    |  56% : Run [121/200]
  |                                                   
  |==========================                   |  57% : Run [123/200]
  |                                                   
  |==========================                   |  58% : Run [124/200]
  |                                                   
  |==========================                   |  59% : Run [126/200]
  |                                                   
  |===========================                  |  59% : Run [127/200]
  |                                                   
  |===========================                  |  60% : Run [128/200]
  |                                                   
  |===========================                  |  61% : Run [130/200]
  |                                                   
  |============================                 |  61% : Run [131/200]
  |                                                   
  |============================                 |  62% : Run [132/200]
  |                                                   
  |============================                 |  63% : Run [133/200]
  |                                                   
  |=============================                |  64% : Run [135/200]
  |                                                   
  |=============================                |  65% : Run [137/200]
  |                                                   
  |==============================               |  66% : Run [139/200]
  |                                                   
  |==============================               |  67% : Run [141/200]
  |                                                   
  |==============================               |  68% : Run [142/200]
  |                                                   
  |===============================              |  68% : Run [143/200]
  |                                                   
  |===============================              |  69% : Run [144/200]
  |                                                   
  |===============================              |  70% : Run [146/200]
  |                                                   
  |================================             |  70% : Run [147/200]
  |                                                   
  |================================             |  71% : Run [148/200]
  |                                                   
  |================================             |  72% : Run [149/200]
  |                                                   
  |=================================            |  73% : Run [151/200]
  |                                                   
  |=================================            |  74% : Run [153/200]
  |                                                   
  |==================================           |  75% : Run [155/200]
  |                                                   
  |==================================           |  76% : Run [157/200]
  |                                                   
  |==================================           |  77% : Run [158/200]
  |                                                   
  |===================================          |  77% : Run [159/200]
  |                                                   
  |===================================          |  78% : Run [160/200]
  |                                                   
  |===================================          |  79% : Run [162/200]
  |                                                   
  |====================================         |  79% : Run [163/200]
  |                                                   
  |====================================         |  80% : Run [164/200]
  |                                                   
  |====================================         |  81% : Run [166/200]
  |                                                   
  |=====================================        |  82% : Run [167/200]
  |                                                   
  |=====================================        |  83% : Run [169/200]
  |                                                   
  |======================================       |  84% : Run [171/200]
  |                                                   
  |======================================       |  85% : Run [173/200]
  |                                                   
  |=======================================      |  86% : Run [175/200]
  |                                                   
  |=======================================      |  87% : Run [176/200]
  |                                                   
  |=======================================      |  88% : Run [178/200]
  |                                                   
  |========================================     |  88% : Run [179/200]
  |                                                   
  |========================================     |  89% : Run [180/200]
  |                                                   
  |========================================     |  90% : Run [182/200]
  |                                                   
  |=========================================    |  91% : Run [183/200]
  |                                                   
  |=========================================    |  92% : Run [185/200]
  |                                                   
  |==========================================   |  93% : Run [187/200]
  |                                                   
  |==========================================   |  94% : Run [189/200]
  |                                                   
  |===========================================  |  95% : Run [191/200]
  |                                                   
  |===========================================  |  96% : Run [192/200]
  |                                                   
  |===========================================  |  97% : Run [194/200]
  |                                                   
  |============================================ |  97% : Run [195/200]
  |                                                   
  |============================================ |  98% : Run [196/200]
  |                                                   
  |============================================ |  99% : Run [198/200]
  |                                                   
  |=============================================|  99% : Run [199/200]
  |                                                   
  |=============================================| 100% : Run [200/200]

Files written to D:\temp\2025_08_22_19_05_18_31607\Rtmp6t41By/lg/
> 
> # check extraction
> 
> meanfield(lgm)
lgcpgrid object.
   Length: 1
  Matsize: [ 16 , 16 ]
> meanfield(lg)
lgcpgrid object.
   Length: 5
  Matsize: [ 16 , 16 ]
> 
> varfield(lgm)
lgcpgrid object.
   Length: 1
  Matsize: [ 16 , 16 ]
> varfield(lg)
lgcpgrid object.
   Length: 5
  Matsize: [ 16 , 16 ]
> 
> rr(lgm)
lgcpgrid object.
   Length: 1
  Matsize: [ 16 , 16 ]
> rr(lg)
lgcpgrid object.
   Length: 5
  Matsize: [ 16 , 16 ]
> 
> serr(lgm)
lgcpgrid object.
   Length: 1
  Matsize: [ 16 , 16 ]
> serr(lg)
lgcpgrid object.
   Length: 5
  Matsize: [ 16 , 16 ]
> 
> intens(lgm)
[1] 16 16
lgcpgrid object.
   Length: 1
  Matsize: [ 16 , 16 ]
> intens(lg)
[1] 16 16
lgcpgrid object.
   Length: 5
  Matsize: [ 16 , 16 ]
> 
> seintens(lgm)
lgcpgrid object.
   Length: 1
  Matsize: [ 16 , 16 ]
> seintens(lg)
lgcpgrid object.
   Length: 5
  Matsize: [ 16 , 16 ]
> 
> 
> # now check conversion
> 
> as.array(lgm$y.mean)
, , 1

            [,1]       [,2]       [,3]         [,4]       [,5]       [,6]
 [1,] -2.8562712 -2.6720829 -4.1716362 -4.341476325 -3.3391237 -2.2973844
 [2,] -2.2924831 -1.9038685 -2.9399855 -3.779645371 -4.2422542 -3.3618382
 [3,] -2.3310343 -1.6669850 -1.5605267 -1.853716217 -2.8641735 -1.9091339
 [4,] -2.5006823 -2.3426668 -3.3913567 -1.237167046 -2.9731461 -1.5932486
 [5,] -3.9633508 -4.6269848 -2.1579590  0.829186288 -0.7546476 -0.6200280
 [6,] -3.3695951 -5.8958513 -3.0506446  0.048561334  0.6268950 -1.7541101
 [7,] -4.2463514 -2.8651411 -4.3806260 -2.337235000 -1.0434394 -1.8547938
 [8,] -1.7786856 -3.4748470 -1.6085408  0.939160790 -0.7757700 -1.9002626
 [9,] -0.8375963 -2.4575745 -0.4684239 -1.316979190 -2.5195693 -2.3499766
[10,] -3.4519296 -2.3187874 -1.9723325 -1.104843428 -2.4955406 -1.1903768
[11,] -1.6108297 -0.4723489 -3.8983365 -1.300557433 -3.0536038 -1.4050360
[12,] -0.8898868 -2.0888121 -5.1655494 -3.055742806 -2.3301146 -1.0167969
[13,] -2.0327192 -1.0438099 -2.1759817 -1.426639165 -0.4210945 -3.0101976
[14,] -2.1467608 -1.4710988 -1.1382424 -1.986015229 -0.2042578 -1.8075652
[15,] -2.1274005 -2.2576185 -0.6016715 -0.000295192 -1.3659537 -0.6038447
[16,] -1.9518844 -2.1865152 -0.4993777 -0.596495945 -2.8242375 -2.1516736
            [,7]        [,8]        [,9]       [,10]      [,11]       [,12]
 [1,] -2.5010138 -3.42285616 -3.04344888 -3.39670068 -1.3727848  0.05879353
 [2,] -3.5654406 -3.54307730 -3.78791357 -3.48368385  0.1927845 -1.97021095
 [3,] -2.2541478 -1.64212439 -3.26767122 -4.27753607  0.4650946 -1.03693511
 [4,] -3.0265417 -2.45309219 -1.77058101 -2.46154991 -2.8256303 -1.40419877
 [5,] -1.5444281 -0.83149670 -2.36739031 -2.85319247 -3.7216709 -2.14197330
 [6,] -1.5808226 -2.14411458 -4.22115798 -3.16136491 -3.5062685 -3.11233584
 [7,] -1.7562348 -2.57928876 -2.40303923 -2.65792074 -1.1949936 -0.63638084
 [8,] -2.0920384 -2.07863209 -4.13133495 -1.96925596  1.3460792  1.74230291
 [9,] -0.9364289 -0.93841821 -4.13660261 -2.28592383 -1.1279458 -0.96835922
[10,]  0.1656676 -0.67268866 -3.18296689 -0.96578842 -0.7182940 -0.46594551
[11,] -1.3878694 -1.52229704  0.08774107 -1.79965325 -2.3822338 -1.07992693
[12,] -0.5543015 -0.01697613 -2.98034974 -0.05867336 -1.0403756 -2.85113089
[13,] -0.8306581 -1.23639505 -0.20772522  0.18333197 -0.1140661 -0.26750427
[14,] -0.7541764 -0.95473727  0.89705580  0.24328314  0.3458440  0.14155697
[15,] -1.3339217 -0.51481549 -1.79432115 -1.54524659 -1.1631490 -1.70135029
[16,] -3.9625844 -3.25655183 -2.84819021 -3.16286479 -2.6698152 -1.61361949
            [,13]      [,14]      [,15]      [,16]
 [1,] -1.81730209 -2.0174624 -0.1702415 -0.6793184
 [2,] -0.20218163 -3.2315473 -2.3991369  1.3146527
 [3,] -0.57932382 -1.9116708 -0.9859012  0.4129744
 [4,] -1.02631786 -0.1276615  0.1521228 -1.9521516
 [5,] -0.76096521 -2.2186121 -2.3437914 -1.4446096
 [6,] -1.94648824 -2.3120439 -3.6229907 -4.6302679
 [7,] -1.45525748 -0.6648328 -2.7503151 -0.2091537
 [8,] -0.03298162 -1.1062377 -3.9922828 -1.3485443
 [9,] -2.01763416 -0.2952399 -3.3646736 -1.8419460
[10,] -0.22337603 -1.7283071 -0.9498217 -0.8159199
[11,] -0.18986944 -0.7558743 -1.7919381 -1.6191935
[12,] -1.93471888 -0.9921065 -2.0119647 -1.0297746
[13,] -0.55431459 -2.4740895 -1.0014783 -2.4936415
[14,] -0.57186191 -3.6888728 -3.3645056 -4.0808664
[15,] -2.16281734 -3.2526473 -0.8492190 -2.0024890
[16,] -3.12101190 -3.4469273 -2.8911099 -2.4209902

> as.array(lg$y.mean)
, , 1

            [,1]      [,2]       [,3]       [,4]       [,5]       [,6]
 [1,] -3.2871060 -1.742714 -2.3689888 -2.0047342 -1.2640217 -1.9982705
 [2,] -2.9136136 -1.302055 -1.1970713 -1.8105276 -1.6819094 -1.8455312
 [3,] -2.1382553 -2.165281 -2.6062506 -2.3179128 -3.0016361 -2.8701289
 [4,] -1.4172207 -2.065171 -2.1377846 -3.4420040 -5.1458690 -3.0093363
 [5,] -1.8311196 -2.949503 -2.9651653 -3.0846501 -4.9131869 -2.6197973
 [6,] -1.4285263 -1.674985 -3.1069765 -1.3949359 -3.2554631 -3.2620936
 [7,] -1.9857028 -1.704956 -2.3406612 -0.9411565 -2.1110187 -1.5609551
 [8,] -3.1531732 -1.667979 -0.2616109  0.7939099 -0.1643552  0.1514163
 [9,] -3.6332893 -2.339159 -1.1773063  1.4098435 -1.0421643 -0.5694856
[10,] -1.6079724 -1.239907 -0.1126911  2.9070274  1.8586296 -1.1466029
[11,] -0.5690956 -1.793233 -0.2782758  1.7958600  0.7610438  0.0373569
[12,] -2.6756426 -2.729422 -2.1207511 -1.3656270 -2.0109015 -1.7900442
[13,] -3.1710942 -1.717064 -2.0397637 -1.3320727 -2.3120060 -1.9421243
[14,] -3.3146740 -4.730987 -4.3024152 -2.8554250 -2.9414306 -2.8283587
[15,] -3.4737049 -3.770431 -3.1450117 -1.8677072 -2.2866403 -3.3358844
[16,] -1.6454155 -3.275253 -0.2991627  0.2808755 -2.0339785 -2.1736448
             [,7]       [,8]       [,9]      [,10]       [,11]      [,12]
 [1,] -2.57489218 -2.3243255 -3.0070618 -2.0219298 -2.39575261 -0.6170183
 [2,] -2.62735610 -1.8095275 -1.8553303 -2.3618159 -2.47310952 -2.3972059
 [3,] -2.65294311 -1.0108349 -2.1093754 -1.6365695 -3.03247666 -3.4371209
 [4,] -2.87722760 -2.8507906 -1.2034448 -2.8504405 -1.55779618 -1.2960785
 [5,] -1.73482467 -2.7651349 -2.6600438 -1.7475693 -1.96615891 -0.5051111
 [6,] -1.55388160 -2.0298976 -1.4021966 -1.8855514 -1.04642741 -0.4288326
 [7,] -3.04610056 -1.4581030 -0.4455505 -1.5225962 -2.10689461 -2.4736593
 [8,] -1.49619064 -0.4827820  0.3465638  0.2273878 -1.80763697 -1.5014506
 [9,] -1.54087552 -0.8406654  0.2791520  0.7975211 -0.89129362 -0.3544748
[10,] -0.87220216  0.5059294  0.2480431  1.9567429 -0.05935071 -0.3716337
[11,] -0.82396571  1.4649700 -0.1847760  1.0236662 -0.45515805 -1.6749926
[12,]  0.07018691 -0.2020173 -1.3560051 -1.3103714 -1.48292274 -1.2078207
[13,] -0.28919281 -0.7759257 -1.8148898 -2.3851042 -0.46618460 -0.9382185
[14,] -2.44520463 -3.2758186 -3.4226584 -1.0560431  0.18882166 -1.5994710
[15,] -2.84430677 -1.6059837 -1.8985441 -2.4458059 -2.61677044 -1.1121410
[16,] -1.25609374 -0.8072511 -2.6995920 -1.8721098 -3.26888072 -0.6248496
           [,13]      [,14]      [,15]       [,16]
 [1,] -1.1542878 -0.7119829 -1.2053085 -2.04586733
 [2,] -1.4166820 -2.0209482 -2.0401503 -1.72624283
 [3,] -1.0142356 -1.1754482 -1.5274160 -0.05326932
 [4,]  0.3699695 -0.8149481 -1.4675441 -2.19343710
 [5,] -1.0248975 -2.2534872 -2.5447478 -2.31267951
 [6,] -0.6179531 -2.9365993 -2.8105195 -2.78908054
 [7,] -1.2102041 -2.3398783 -2.1763808 -2.55658497
 [8,] -2.5926294 -2.2275091 -4.2839923 -1.89617255
 [9,] -1.5642545 -1.4686825 -1.7337877 -1.49413234
[10,]  0.5768272 -0.3741219 -1.6176563 -2.48902142
[11,] -0.5226290 -0.4596364 -1.3855511 -1.57776683
[12,] -0.9538963 -1.5902356 -1.2085220 -0.56729320
[13,] -3.0398071 -1.5910850 -0.7525028 -0.82586192
[14,] -2.0568049 -0.7037769 -2.6824857 -1.16655472
[15,] -1.3642066 -1.6959470 -2.7873140 -1.59747373
[16,] -0.1208869 -2.7148574 -2.9928277 -1.69365444

, , 2

           [,1]       [,2]        [,3]       [,4]       [,5]       [,6]
 [1,] -1.963919 -1.3916222 -1.66853070 -2.8929492 -2.1197736 -1.9500896
 [2,] -2.312540 -1.4011838 -1.11331821 -0.9942090 -2.1127418 -0.6141463
 [3,] -2.342195 -1.2446165 -1.11671227 -0.3427929  0.2132917 -1.2367306
 [4,] -1.735488  0.4462734 -0.66315233 -1.2298863 -1.4626224 -1.3640930
 [5,] -2.674291 -1.5765061 -0.79537544 -0.8580462 -1.6380794 -1.1275400
 [6,] -3.195204 -2.2464052 -1.50366208 -1.1218617 -1.3922762 -1.2897887
 [7,] -3.187353 -3.5297105 -2.42021682 -1.9122929 -1.5284324 -2.1801495
 [8,] -1.524043 -1.2531437 -0.96990139 -2.1281422 -1.3378867 -1.5224496
 [9,] -2.578160 -0.4524225 -0.12233199 -2.1369554 -0.7963878 -2.6730525
[10,] -1.132052 -1.2700901 -0.05906837 -1.4875787 -0.6449279 -1.8867671
[11,] -1.642686 -1.6994905 -1.03003697 -0.7662331 -1.2923444 -2.8792316
[12,] -1.432497 -0.9882149 -1.23297226 -1.5271462 -1.8953296 -2.6567929
[13,] -1.362090 -1.6612223 -2.62291578 -2.5512243 -2.4732013 -3.7018754
[14,] -2.452193 -2.8109536 -3.57529913 -2.5741827 -2.3591984 -3.4767986
[15,] -2.568210 -2.3557415 -2.15169178 -1.4158879 -2.5915029 -1.8173652
[16,] -2.605867 -2.7939894 -1.85612717 -0.6337148 -0.5505218  0.8150226
           [,7]      [,8]      [,9]     [,10]     [,11]      [,12]      [,13]
 [1,] -2.249911 -2.034540 -2.596519 -1.569485 -2.111248 -1.6546359 -2.4799893
 [2,] -1.142863 -1.679810 -2.511335 -2.175445 -2.247854 -2.0467814 -2.4976379
 [3,] -1.548737 -1.980579 -3.338318 -2.934699 -2.734753 -2.6671445 -1.4490208
 [4,] -1.523279 -2.797971 -3.860638 -2.320215 -2.299698 -1.6930146 -1.0565111
 [5,] -1.048773 -2.652854 -2.906122 -2.083935 -3.601612 -1.1971342 -1.1314394
 [6,] -1.487893 -2.702398 -2.209196 -1.758945 -1.070059 -1.7202738 -3.5130115
 [7,] -2.859065 -3.254956 -2.732259 -2.309876 -1.447995 -3.5647281 -2.4867560
 [8,] -1.740841 -1.306427 -1.949770 -2.465300 -2.909758 -3.1737639 -1.6842753
 [9,] -2.072409 -3.500432 -1.667544 -3.446404 -4.273066 -3.2217430 -3.8681547
[10,] -1.817535 -3.184429 -2.421526 -3.196123 -3.808412 -4.0770628 -2.7606700
[11,] -2.701700 -2.066577 -1.002993 -2.056707 -2.545176 -2.8610603 -2.5365248
[12,] -2.831899 -2.499900 -2.601984 -3.129588 -1.842814 -1.7123230 -1.4408277
[13,] -2.323645 -2.143199 -3.286992 -1.428024 -1.701778 -1.9130797 -2.7538626
[14,] -2.425690 -1.823782 -2.154909 -1.405086 -1.503543 -0.9553216 -1.8128028
[15,] -2.726766 -2.118569 -1.404330 -1.542675 -1.834276 -1.1807212 -0.4458895
[16,] -1.467355 -1.644343 -1.180194 -2.056074 -1.769437 -2.8363373 -2.5337856
            [,14]      [,15]      [,16]
 [1,] -3.02857192 -1.7047829 -1.0918639
 [2,] -1.86686950 -1.1821885 -1.5447487
 [3,] -1.09024963 -1.2772370 -0.5585415
 [4,]  0.01678596 -0.9369484 -3.4446317
 [5,] -1.99461128 -1.3809723 -2.3194247
 [6,] -2.40671085 -1.7265485 -2.4978691
 [7,] -2.73035513 -2.8944454 -2.0296996
 [8,] -3.07936745 -2.4731170 -3.5288369
 [9,] -2.65455018 -2.6307607 -2.6968006
[10,] -3.27337320 -1.9192560 -2.9699672
[11,] -2.89453103 -2.6534590 -2.3416467
[12,] -1.32637336 -2.5065755 -0.7458151
[13,] -2.11395574 -2.3486335 -0.7177841
[14,] -3.04742682 -2.3247087 -2.0377004
[15,] -3.08243179 -3.0013403 -2.9264731
[16,] -1.96298803 -2.9043185 -2.9655209

, , 3

             [,1]       [,2]       [,3]       [,4]       [,5]      [,6]
 [1,] -3.06027698 -1.4783192 -2.7493046 -3.6057443 -4.0259952 -3.641753
 [2,] -2.91758210 -1.2247616 -0.4425501 -3.2450775 -1.8551692 -1.244577
 [3,] -0.96385982 -1.6987678 -1.3325927 -2.1137779 -0.6215662 -1.413021
 [4,] -1.57608777 -1.0131675 -3.0155930 -3.0350282 -2.3372978 -2.182982
 [5,] -2.07362114 -3.6009468 -1.2504074 -0.5926636 -0.9356213 -1.040226
 [6,] -1.86624260 -1.8876295 -2.4043149 -3.0634251 -2.2427008 -2.003626
 [7,] -2.02498228 -2.4920487 -1.6295817 -1.6447654 -3.6237494 -3.253795
 [8,] -0.74726007 -1.5437534 -2.7452470 -2.0775621 -3.4341841 -2.557856
 [9,]  0.01794698 -0.4093373 -2.4253306 -2.5305300 -3.8729896 -3.348205
[10,] -1.37901012 -3.2804738 -1.7705064 -2.6738732 -3.0330061 -3.241209
[11,] -3.14957545 -1.0199308 -0.7393224 -1.7281098 -2.6618161 -2.761377
[12,] -2.36851828 -2.3663518 -1.6015609 -1.4238227 -1.7455113 -2.613506
[13,] -1.89604414 -1.2226448 -2.4877615 -2.3968205 -2.5037977 -2.470526
[14,] -2.28610489 -2.3504403 -1.5663595 -3.0370912 -3.3580717 -1.037017
[15,] -1.61881614 -2.4212777 -2.6587102 -2.6883778 -1.7496767 -2.356035
[16,] -2.47885776 -1.8634058 -3.5330701 -3.5371168 -3.4209315 -1.907669
            [,7]       [,8]        [,9]       [,10]      [,11]      [,12]
 [1,] -2.0503730 -1.0206041 -1.87984148 -0.40088590 -0.4222653  0.8997624
 [2,] -1.2626643 -0.1308748 -0.88460017 -0.72266108 -0.6218367  0.6009124
 [3,] -2.1129458 -1.2992740 -1.36624560 -0.08998515 -0.3880173 -1.2356456
 [4,] -2.0525119  0.1422918  1.24037654  0.21606169 -0.5180097 -0.2325132
 [5,] -1.6372566 -0.1717340  0.03129663 -1.11698667 -0.9715117 -0.5856370
 [6,] -2.4445830 -2.0637219 -1.51582788 -1.06980421 -0.5537708 -0.6005523
 [7,] -2.3403428 -2.5842609 -1.42153784 -0.76189736 -0.5097729  0.2550165
 [8,] -2.1934585 -3.6875851 -0.95587289 -1.19825919 -0.6576216 -0.8658412
 [9,] -4.4707536 -2.6570769 -2.08510717 -1.57250135 -1.1472847 -2.0962623
[10,] -4.0532863 -3.6738735 -2.56446502 -1.08321771 -1.7606989 -1.8170660
[11,] -2.8806849 -1.8195305 -1.17349169 -2.07709738 -1.4658187 -1.8416117
[12,] -0.5637195 -1.1648721 -0.33692809 -2.00830386 -1.5992740 -2.8983994
[13,]  0.3083763  2.0352941 -0.90297937 -2.12012057 -3.1668812 -2.4300952
[14,] -1.4226970 -0.1808219 -0.85677114 -1.78189230 -1.7693076 -1.4657275
[15,] -1.6868358 -0.3129263 -1.49065065 -1.66910889 -1.3207397 -2.6699175
[16,] -0.3885088 -1.8829391 -0.60384897 -1.45134055 -1.9179532 -2.2682695
           [,13]      [,14]     [,15]     [,16]
 [1,] -2.0510673 -1.3468552 -2.274435 -1.661130
 [2,] -0.5030398 -0.4282121 -3.105502 -0.621453
 [3,] -1.9236544 -2.4554149 -2.793528 -1.715606
 [4,] -0.7235733 -1.7710968 -2.269123 -2.300262
 [5,]  0.4938461 -0.9007562 -1.437166 -1.643732
 [6,] -0.7791018 -2.7777801 -2.611897 -2.637085
 [7,] -1.4078542 -1.1801389 -2.278079 -2.743679
 [8,] -1.4977963 -1.5040033 -1.592325 -2.878322
 [9,] -2.8580181 -2.7465207 -2.581089 -3.300287
[10,] -2.3359836 -1.6659134 -1.847997 -2.966350
[11,] -2.5790186 -2.5844564 -1.996725 -3.594877
[12,] -2.9063066 -1.9140012 -2.343991 -2.570400
[13,] -3.4705822 -3.4745189 -3.582282 -2.884264
[14,] -2.1741504 -1.4896932 -2.245574 -1.559894
[15,] -2.7386628 -2.9483047 -2.416849 -2.063592
[16,] -4.7607116 -2.9091428 -2.417198 -3.382902

, , 4

           [,1]        [,2]       [,3]        [,4]       [,5]      [,6]
 [1,] -2.082101  0.08073568 -0.9177152 -1.76359223 -1.8744704 -3.250675
 [2,] -3.002755 -1.68551522 -0.6959126 -0.45234897 -2.5080512 -2.498795
 [3,] -2.533139 -1.99807002 -1.1585516 -2.82907924 -2.7822299 -2.679711
 [4,] -1.346546 -1.04727476 -1.5848670 -2.38783130 -2.1353808 -1.975379
 [5,] -1.062298 -2.18449211 -2.2923565 -2.71972360 -1.7275201 -1.437882
 [6,] -1.020214 -1.93508284 -1.8060183 -2.06315749 -2.2005674 -1.482373
 [7,] -1.769730 -0.89048742 -0.7546124 -0.39106108 -2.8243266 -3.043267
 [8,] -0.378717 -0.61444276 -1.0124848 -1.39597904 -1.3700394 -1.867568
 [9,] -1.239875 -1.15785866 -0.2979335  0.04002844 -1.5300336 -2.405686
[10,] -2.759029 -0.71698945 -0.6537124 -1.79362533 -1.2354349 -1.558278
[11,] -2.709074 -1.03019376 -0.8197987 -1.43040902 -1.4560183 -1.396966
[12,] -2.939641 -1.71524335 -1.7528633 -1.44212355 -1.6990035 -1.200107
[13,] -3.540771 -1.31610795 -0.9191809 -2.03747658 -2.7034707 -1.056357
[14,] -3.032651 -1.82128819 -3.4214859 -1.86677588 -0.5009934 -2.493024
[15,] -2.059951 -2.65835642 -2.2350704 -0.79736968 -2.7808350 -1.376701
[16,] -3.109643 -2.14524181 -2.2479614 -1.86086089 -3.9613886 -1.621418
            [,7]       [,8]       [,9]      [,10]      [,11]      [,12]
 [1,] -0.9859153 -1.5846540 -1.2756625 -1.4117361 -1.1816632 -0.3038745
 [2,] -2.0813838 -1.7388523 -2.3937193 -1.8232489 -3.6246670 -1.8273109
 [3,] -1.8743416 -2.7306242 -2.3011037 -2.8683844 -2.7853040 -4.8504546
 [4,] -1.4899037 -1.6424078 -1.7120990 -1.8755889 -3.1843738 -4.5814906
 [5,] -1.4446435 -2.2181973 -2.1424313 -3.1965923 -4.2925262 -2.9838335
 [6,] -1.6855040 -1.2858910 -3.3355509 -2.8484172 -3.4881496 -2.5831444
 [7,] -1.7057522 -1.1321460 -0.9794261 -0.5246316 -1.6247779 -1.9372121
 [8,] -1.8317382 -3.3299632 -1.4407790 -0.5271927 -1.0588674 -0.8194119
 [9,] -2.8301935 -1.1837358 -1.5482897 -2.7395651 -2.0735810 -0.9818889
[10,] -1.4723471 -1.1598124 -0.2657254 -2.4189612 -2.9665428 -1.3166117
[11,] -0.5559179  0.5146677  0.6876810 -0.2448499 -1.8074286 -0.8884088
[12,] -2.2274118 -1.0089808 -1.6312043 -1.3138415 -2.5861626 -1.6928181
[13,] -1.0627488 -1.2223852 -1.3341306 -1.7131857 -1.0261471 -0.7144358
[14,] -2.2748134 -2.2973024 -1.6430692 -1.0061952 -1.4504233 -1.3608127
[15,] -2.1713295 -0.8523482 -0.6374844 -0.9284815 -0.6076597 -0.2916318
[16,] -1.2523575 -1.1392862 -0.7346379 -1.9304202 -3.4778120 -1.6875801
            [,13]       [,14]      [,15]      [,16]
 [1,] -1.04290485 -2.13470325 -3.8512895 -2.5419452
 [2,] -2.60720175 -1.60546363 -2.1465715 -2.2053069
 [3,] -4.27561792 -1.84974636 -1.4320448 -3.9016115
 [4,] -4.80198579 -2.54072693 -1.8394278 -2.6204513
 [5,] -3.24497745 -1.46896903 -3.0557604 -1.6589478
 [6,] -3.05810057 -1.53507324 -2.6914500 -0.3745154
 [7,] -2.63875296 -1.81079230 -0.7780368 -0.8304589
 [8,] -0.09179601 -0.47102002 -1.3152735 -1.9398394
 [9,] -1.01740739  0.03526047 -0.8508794 -0.8679903
[10,] -1.06034347 -0.57644191 -1.8027157 -0.9481661
[11,] -1.73438180 -1.41984256 -3.1593213 -3.1558340
[12,] -0.97038310 -2.38564733 -2.6596687 -2.9659564
[13,] -0.36599770 -1.71613663 -2.2637224 -1.9580574
[14,] -0.99596131 -1.10043139 -0.4936048 -1.5276427
[15,] -1.74139421 -1.44732662 -1.7828393 -0.4410067
[16,] -1.72721967 -1.78519755 -1.3302307 -1.1827970

, , 5

           [,1]       [,2]        [,3]        [,4]        [,5]         [,6]
 [1,] -1.951331 -0.9804227 -0.11287911 -1.87698838 -1.94685110 -0.341960666
 [2,] -2.173689 -1.0966357 -0.40492513 -1.03265022 -1.68836922 -0.627249899
 [3,] -2.352897 -1.4870655 -1.55251400  0.72364545  0.60973166  0.309125453
 [4,] -2.275503 -2.2718303 -1.24016383  1.71094792  0.32998784 -0.383197997
 [5,] -3.004862 -0.0154550  1.11329876  2.10070011  1.20539089  0.222274358
 [6,] -2.314984  0.1130047  0.37035590  0.15301585 -0.06580142  0.009649401
 [7,] -1.919788  0.1229012 -0.05709252  0.02875748 -0.92216537 -2.969771024
 [8,] -1.353243 -1.1492071  0.02943755 -1.45049859 -2.26355132 -2.369082513
 [9,] -1.610952  0.3292683 -0.36101179 -1.32351527 -2.22633731 -1.978363745
[10,] -2.260084 -1.6635334 -1.71501665 -1.25375191 -2.17368592 -2.507561518
[11,] -2.109817 -1.4393560  0.28631643 -2.03280796 -2.40094617 -2.432540434
[12,] -1.105369 -0.5596062  0.18423470 -1.09365379 -1.84469147 -1.492969335
[13,] -1.234946 -0.5078677 -2.14338990 -2.01155145 -0.35228711 -0.936108906
[14,] -1.855350 -2.1821608 -2.11986205 -3.03602773 -1.79285984 -2.429271122
[15,] -2.525360 -1.9330168 -2.74103682 -2.60668866 -2.30100075 -2.981496023
[16,] -1.492239 -2.7087435 -1.32738511 -1.45343380 -1.11857752 -1.476268913
            [,7]       [,8]       [,9]     [,10]      [,11]      [,12]
 [1,] -1.4223246 -0.3176289 -1.5949648 -2.035721 -0.9818642 -1.8504279
 [2,] -0.3263019 -1.2281202 -1.5576299 -1.485778 -2.3278251 -1.8191934
 [3,] -0.9898702 -0.1970988 -1.4981367 -1.107535 -0.3245592 -1.8355433
 [4,] -2.3099042 -1.0246066 -1.0177244 -1.837863 -0.5802712 -0.7939238
 [5,] -2.3025588 -2.2045099 -3.2007765 -0.992652 -1.8306852 -2.5894571
 [6,]  0.3975511 -1.3657303 -1.2173085 -2.796587 -1.9862794 -1.7649919
 [7,] -1.8735253 -1.3085624 -1.8135238 -1.819146 -1.1756161 -2.2599906
 [8,] -2.2671034  0.7578296 -2.5031464 -1.694009 -1.6059494 -1.0824695
 [9,] -3.0174659 -2.3667998 -1.4749902 -2.512176 -0.6888600 -0.7614188
[10,] -1.1027225 -2.6134844 -1.9974985 -1.193704 -2.2551554 -0.7731682
[11,] -1.5422086 -1.5162559 -1.3981962 -1.716399 -1.9201049 -1.4489514
[12,] -0.9286972 -1.0173408 -0.8114453 -1.401444 -2.6411824 -3.5081086
[13,] -1.0310144 -1.5051613 -3.1074206 -2.542145 -2.0139965 -2.7169221
[14,] -1.2601997 -0.9035410 -0.8115148 -2.103324 -3.5718598 -3.1854355
[15,] -2.3822825 -1.1965263 -1.8857873 -1.692040 -2.8104102 -3.3818317
[16,] -2.4466553 -0.7334052 -1.3073938 -2.602704 -2.5537977 -3.3034143
          [,13]      [,14]      [,15]      [,16]
 [1,] -2.954165 -1.3068557 -1.7155571 -2.8711670
 [2,] -2.831447 -1.8025721 -0.7021949 -0.6038477
 [3,] -2.671843 -2.7837206 -1.4440338 -1.3010558
 [4,] -1.371642 -2.3707022 -1.7184953 -1.9043386
 [5,] -3.046988 -2.2844989 -2.7858697 -2.7347350
 [6,] -2.136846 -2.0764240 -2.3656498 -1.5349431
 [7,] -1.485527 -3.6080767 -1.7834775 -1.9923068
 [8,] -2.159671 -2.3433912 -1.6663483 -2.1411508
 [9,] -1.974536 -1.8700526 -1.1130324 -1.6444930
[10,] -1.526786 -2.3185413 -1.9315960 -0.3627363
[11,] -1.079379 -0.2144062 -2.1567752 -1.9715424
[12,] -1.379904 -1.4191772 -3.1542404 -3.5514226
[13,] -2.480933 -1.5266328 -1.6392073 -1.1372558
[14,] -2.956895 -2.9890284 -2.3610452 -1.6416803
[15,] -5.027488 -2.0716461 -1.5079855 -0.7073722
[16,] -3.443790 -2.7759842 -1.1179179 -2.3933001

> 
> raster(meanfield(lgm))
class      : RasterLayer 
dimensions : 16, 16, 256  (nrow, ncol, ncell)
resolution : 0.1, 0.1  (x, y)
extent     : -0.3, 1.3, -0.3, 1.3  (xmin, xmax, ymin, ymax)
crs        : NA 
source     : memory
names      : layer 
values     : -5.895851, 1.742303  (min, max)

> raster(varfield(lg))
class      : RasterBrick 
dimensions : 16, 16, 256, 5  (nrow, ncol, ncell, nlayers)
resolution : 0.1, 0.1  (x, y)
extent     : -0.3, 1.3, -0.3, 1.3  (xmin, xmax, ymin, ymax)
crs        : NA 
source     : memory
names      :      Time4,      Time5,      Time6,      Time7,      Time8 
min values : 0.06924851, 0.03464016, 0.04539036, 0.07853337, 0.04933288 
max values :   2.807208,   3.417839,   2.846012,   2.940088,   3.417774 

> 
> as.SpatialPixelsDataFrame(lg$y.mean)
Object of class SpatialPixelsDataFrame
Object of class SpatialPixels
Grid topology:
     cellcentre.offset cellsize cells.dim
Var1             -0.25      0.1        16
Var2             -0.25      0.1        16
SpatialPoints:
        Var1  Var2
  [1,] -0.25 -0.25
  [2,] -0.15 -0.25
  [3,] -0.05 -0.25
  [4,]  0.05 -0.25
  [5,]  0.15 -0.25
  [6,]  0.25 -0.25
  [7,]  0.35 -0.25
  [8,]  0.45 -0.25
  [9,]  0.55 -0.25
 [10,]  0.65 -0.25
 [11,]  0.75 -0.25
 [12,]  0.85 -0.25
 [13,]  0.95 -0.25
 [14,]  1.05 -0.25
 [15,]  1.15 -0.25
 [16,]  1.25 -0.25
 [17,] -0.25 -0.15
 [18,] -0.15 -0.15
 [19,] -0.05 -0.15
 [20,]  0.05 -0.15
 [21,]  0.15 -0.15
 [22,]  0.25 -0.15
 [23,]  0.35 -0.15
 [24,]  0.45 -0.15
 [25,]  0.55 -0.15
 [26,]  0.65 -0.15
 [27,]  0.75 -0.15
 [28,]  0.85 -0.15
 [29,]  0.95 -0.15
 [30,]  1.05 -0.15
 [31,]  1.15 -0.15
 [32,]  1.25 -0.15
 [33,] -0.25 -0.05
 [34,] -0.15 -0.05
 [35,] -0.05 -0.05
 [36,]  0.05 -0.05
 [37,]  0.15 -0.05
 [38,]  0.25 -0.05
 [39,]  0.35 -0.05
 [40,]  0.45 -0.05
 [41,]  0.55 -0.05
 [42,]  0.65 -0.05
 [43,]  0.75 -0.05
 [44,]  0.85 -0.05
 [45,]  0.95 -0.05
 [46,]  1.05 -0.05
 [47,]  1.15 -0.05
 [48,]  1.25 -0.05
 [49,] -0.25  0.05
 [50,] -0.15  0.05
 [51,] -0.05  0.05
 [52,]  0.05  0.05
 [53,]  0.15  0.05
 [54,]  0.25  0.05
 [55,]  0.35  0.05
 [56,]  0.45  0.05
 [57,]  0.55  0.05
 [58,]  0.65  0.05
 [59,]  0.75  0.05
 [60,]  0.85  0.05
 [61,]  0.95  0.05
 [62,]  1.05  0.05
 [63,]  1.15  0.05
 [64,]  1.25  0.05
 [65,] -0.25  0.15
 [66,] -0.15  0.15
 [67,] -0.05  0.15
 [68,]  0.05  0.15
 [69,]  0.15  0.15
 [70,]  0.25  0.15
 [71,]  0.35  0.15
 [72,]  0.45  0.15
 [73,]  0.55  0.15
 [74,]  0.65  0.15
 [75,]  0.75  0.15
 [76,]  0.85  0.15
 [77,]  0.95  0.15
 [78,]  1.05  0.15
 [79,]  1.15  0.15
 [80,]  1.25  0.15
 [81,] -0.25  0.25
 [82,] -0.15  0.25
 [83,] -0.05  0.25
 [84,]  0.05  0.25
 [85,]  0.15  0.25
 [86,]  0.25  0.25
 [87,]  0.35  0.25
 [88,]  0.45  0.25
 [89,]  0.55  0.25
 [90,]  0.65  0.25
 [91,]  0.75  0.25
 [92,]  0.85  0.25
 [93,]  0.95  0.25
 [94,]  1.05  0.25
 [95,]  1.15  0.25
 [96,]  1.25  0.25
 [97,] -0.25  0.35
 [98,] -0.15  0.35
 [99,] -0.05  0.35
[100,]  0.05  0.35
[101,]  0.15  0.35
[102,]  0.25  0.35
[103,]  0.35  0.35
[104,]  0.45  0.35
[105,]  0.55  0.35
[106,]  0.65  0.35
[107,]  0.75  0.35
[108,]  0.85  0.35
[109,]  0.95  0.35
[110,]  1.05  0.35
[111,]  1.15  0.35
[112,]  1.25  0.35
[113,] -0.25  0.45
[114,] -0.15  0.45
[115,] -0.05  0.45
[116,]  0.05  0.45
[117,]  0.15  0.45
[118,]  0.25  0.45
[119,]  0.35  0.45
[120,]  0.45  0.45
[121,]  0.55  0.45
[122,]  0.65  0.45
[123,]  0.75  0.45
[124,]  0.85  0.45
[125,]  0.95  0.45
[126,]  1.05  0.45
[127,]  1.15  0.45
[128,]  1.25  0.45
[129,] -0.25  0.55
[130,] -0.15  0.55
[131,] -0.05  0.55
[132,]  0.05  0.55
[133,]  0.15  0.55
[134,]  0.25  0.55
[135,]  0.35  0.55
[136,]  0.45  0.55
[137,]  0.55  0.55
[138,]  0.65  0.55
[139,]  0.75  0.55
[140,]  0.85  0.55
[141,]  0.95  0.55
[142,]  1.05  0.55
[143,]  1.15  0.55
[144,]  1.25  0.55
[145,] -0.25  0.65
[146,] -0.15  0.65
[147,] -0.05  0.65
[148,]  0.05  0.65
[149,]  0.15  0.65
[150,]  0.25  0.65
[151,]  0.35  0.65
[152,]  0.45  0.65
[153,]  0.55  0.65
[154,]  0.65  0.65
[155,]  0.75  0.65
[156,]  0.85  0.65
[157,]  0.95  0.65
[158,]  1.05  0.65
[159,]  1.15  0.65
[160,]  1.25  0.65
[161,] -0.25  0.75
[162,] -0.15  0.75
[163,] -0.05  0.75
[164,]  0.05  0.75
[165,]  0.15  0.75
[166,]  0.25  0.75
[167,]  0.35  0.75
[168,]  0.45  0.75
[169,]  0.55  0.75
[170,]  0.65  0.75
[171,]  0.75  0.75
[172,]  0.85  0.75
[173,]  0.95  0.75
[174,]  1.05  0.75
[175,]  1.15  0.75
[176,]  1.25  0.75
[177,] -0.25  0.85
[178,] -0.15  0.85
[179,] -0.05  0.85
[180,]  0.05  0.85
[181,]  0.15  0.85
[182,]  0.25  0.85
[183,]  0.35  0.85
[184,]  0.45  0.85
[185,]  0.55  0.85
[186,]  0.65  0.85
[187,]  0.75  0.85
[188,]  0.85  0.85
[189,]  0.95  0.85
[190,]  1.05  0.85
[191,]  1.15  0.85
[192,]  1.25  0.85
[193,] -0.25  0.95
[194,] -0.15  0.95
[195,] -0.05  0.95
[196,]  0.05  0.95
[197,]  0.15  0.95
[198,]  0.25  0.95
[199,]  0.35  0.95
[200,]  0.45  0.95
[201,]  0.55  0.95
[202,]  0.65  0.95
[203,]  0.75  0.95
[204,]  0.85  0.95
[205,]  0.95  0.95
[206,]  1.05  0.95
[207,]  1.15  0.95
[208,]  1.25  0.95
[209,] -0.25  1.05
[210,] -0.15  1.05
[211,] -0.05  1.05
[212,]  0.05  1.05
[213,]  0.15  1.05
[214,]  0.25  1.05
[215,]  0.35  1.05
[216,]  0.45  1.05
[217,]  0.55  1.05
[218,]  0.65  1.05
[219,]  0.75  1.05
[220,]  0.85  1.05
[221,]  0.95  1.05
[222,]  1.05  1.05
[223,]  1.15  1.05
[224,]  1.25  1.05
[225,] -0.25  1.15
[226,] -0.15  1.15
[227,] -0.05  1.15
[228,]  0.05  1.15
[229,]  0.15  1.15
[230,]  0.25  1.15
[231,]  0.35  1.15
[232,]  0.45  1.15
[233,]  0.55  1.15
[234,]  0.65  1.15
[235,]  0.75  1.15
[236,]  0.85  1.15
[237,]  0.95  1.15
[238,]  1.05  1.15
[239,]  1.15  1.15
[240,]  1.25  1.15
[241,] -0.25  1.25
[242,] -0.15  1.25
[243,] -0.05  1.25
[244,]  0.05  1.25
[245,]  0.15  1.25
[246,]  0.25  1.25
[247,]  0.35  1.25
[248,]  0.45  1.25
[249,]  0.55  1.25
[250,]  0.65  1.25
[251,]  0.75  1.25
[252,]  0.85  1.25
[253,]  0.95  1.25
[254,]  1.05  1.25
[255,]  1.15  1.25
[256,]  1.25  1.25
Coordinate Reference System (CRS) arguments: NA 

Data summary:
    outTime4          outTime5         outTime6         outTime7      
 Min.   :-5.1459   Min.   :-4.273   Min.   :-4.761   Min.   :-4.8505  
 1st Qu.:-2.4732   1st Qu.:-2.654   1st Qu.:-2.584   1st Qu.:-2.3862  
 Median :-1.7005   Median :-2.042   Median :-1.881   Median :-1.7024  
 Mean   :-1.6531   Mean   :-2.025   Mean   :-1.862   Mean   :-1.7682  
 3rd Qu.:-0.9966   3rd Qu.:-1.413   3rd Qu.:-1.178   3rd Qu.:-1.0618  
 Max.   : 2.9070   Max.   : 0.815   Max.   : 2.035   Max.   : 0.6877  
    outTime8     
 Min.   :-5.027  
 1st Qu.:-2.289  
 Median :-1.677  
 Mean   :-1.598  
 3rd Qu.:-1.082  
 Max.   : 2.101  
> as.SpatialPixelsDataFrame(lgm$y.var)
Object of class SpatialPixelsDataFrame
Object of class SpatialPixels
Grid topology:
     cellcentre.offset cellsize cells.dim
Var1             -0.25      0.1        16
Var2             -0.25      0.1        16
SpatialPoints:
        Var1  Var2
  [1,] -0.25 -0.25
  [2,] -0.15 -0.25
  [3,] -0.05 -0.25
  [4,]  0.05 -0.25
  [5,]  0.15 -0.25
  [6,]  0.25 -0.25
  [7,]  0.35 -0.25
  [8,]  0.45 -0.25
  [9,]  0.55 -0.25
 [10,]  0.65 -0.25
 [11,]  0.75 -0.25
 [12,]  0.85 -0.25
 [13,]  0.95 -0.25
 [14,]  1.05 -0.25
 [15,]  1.15 -0.25
 [16,]  1.25 -0.25
 [17,] -0.25 -0.15
 [18,] -0.15 -0.15
 [19,] -0.05 -0.15
 [20,]  0.05 -0.15
 [21,]  0.15 -0.15
 [22,]  0.25 -0.15
 [23,]  0.35 -0.15
 [24,]  0.45 -0.15
 [25,]  0.55 -0.15
 [26,]  0.65 -0.15
 [27,]  0.75 -0.15
 [28,]  0.85 -0.15
 [29,]  0.95 -0.15
 [30,]  1.05 -0.15
 [31,]  1.15 -0.15
 [32,]  1.25 -0.15
 [33,] -0.25 -0.05
 [34,] -0.15 -0.05
 [35,] -0.05 -0.05
 [36,]  0.05 -0.05
 [37,]  0.15 -0.05
 [38,]  0.25 -0.05
 [39,]  0.35 -0.05
 [40,]  0.45 -0.05
 [41,]  0.55 -0.05
 [42,]  0.65 -0.05
 [43,]  0.75 -0.05
 [44,]  0.85 -0.05
 [45,]  0.95 -0.05
 [46,]  1.05 -0.05
 [47,]  1.15 -0.05
 [48,]  1.25 -0.05
 [49,] -0.25  0.05
 [50,] -0.15  0.05
 [51,] -0.05  0.05
 [52,]  0.05  0.05
 [53,]  0.15  0.05
 [54,]  0.25  0.05
 [55,]  0.35  0.05
 [56,]  0.45  0.05
 [57,]  0.55  0.05
 [58,]  0.65  0.05
 [59,]  0.75  0.05
 [60,]  0.85  0.05
 [61,]  0.95  0.05
 [62,]  1.05  0.05
 [63,]  1.15  0.05
 [64,]  1.25  0.05
 [65,] -0.25  0.15
 [66,] -0.15  0.15
 [67,] -0.05  0.15
 [68,]  0.05  0.15
 [69,]  0.15  0.15
 [70,]  0.25  0.15
 [71,]  0.35  0.15
 [72,]  0.45  0.15
 [73,]  0.55  0.15
 [74,]  0.65  0.15
 [75,]  0.75  0.15
 [76,]  0.85  0.15
 [77,]  0.95  0.15
 [78,]  1.05  0.15
 [79,]  1.15  0.15
 [80,]  1.25  0.15
 [81,] -0.25  0.25
 [82,] -0.15  0.25
 [83,] -0.05  0.25
 [84,]  0.05  0.25
 [85,]  0.15  0.25
 [86,]  0.25  0.25
 [87,]  0.35  0.25
 [88,]  0.45  0.25
 [89,]  0.55  0.25
 [90,]  0.65  0.25
 [91,]  0.75  0.25
 [92,]  0.85  0.25
 [93,]  0.95  0.25
 [94,]  1.05  0.25
 [95,]  1.15  0.25
 [96,]  1.25  0.25
 [97,] -0.25  0.35
 [98,] -0.15  0.35
 [99,] -0.05  0.35
[100,]  0.05  0.35
[101,]  0.15  0.35
[102,]  0.25  0.35
[103,]  0.35  0.35
[104,]  0.45  0.35
[105,]  0.55  0.35
[106,]  0.65  0.35
[107,]  0.75  0.35
[108,]  0.85  0.35
[109,]  0.95  0.35
[110,]  1.05  0.35
[111,]  1.15  0.35
[112,]  1.25  0.35
[113,] -0.25  0.45
[114,] -0.15  0.45
[115,] -0.05  0.45
[116,]  0.05  0.45
[117,]  0.15  0.45
[118,]  0.25  0.45
[119,]  0.35  0.45
[120,]  0.45  0.45
[121,]  0.55  0.45
[122,]  0.65  0.45
[123,]  0.75  0.45
[124,]  0.85  0.45
[125,]  0.95  0.45
[126,]  1.05  0.45
[127,]  1.15  0.45
[128,]  1.25  0.45
[129,] -0.25  0.55
[130,] -0.15  0.55
[131,] -0.05  0.55
[132,]  0.05  0.55
[133,]  0.15  0.55
[134,]  0.25  0.55
[135,]  0.35  0.55
[136,]  0.45  0.55
[137,]  0.55  0.55
[138,]  0.65  0.55
[139,]  0.75  0.55
[140,]  0.85  0.55
[141,]  0.95  0.55
[142,]  1.05  0.55
[143,]  1.15  0.55
[144,]  1.25  0.55
[145,] -0.25  0.65
[146,] -0.15  0.65
[147,] -0.05  0.65
[148,]  0.05  0.65
[149,]  0.15  0.65
[150,]  0.25  0.65
[151,]  0.35  0.65
[152,]  0.45  0.65
[153,]  0.55  0.65
[154,]  0.65  0.65
[155,]  0.75  0.65
[156,]  0.85  0.65
[157,]  0.95  0.65
[158,]  1.05  0.65
[159,]  1.15  0.65
[160,]  1.25  0.65
[161,] -0.25  0.75
[162,] -0.15  0.75
[163,] -0.05  0.75
[164,]  0.05  0.75
[165,]  0.15  0.75
[166,]  0.25  0.75
[167,]  0.35  0.75
[168,]  0.45  0.75
[169,]  0.55  0.75
[170,]  0.65  0.75
[171,]  0.75  0.75
[172,]  0.85  0.75
[173,]  0.95  0.75
[174,]  1.05  0.75
[175,]  1.15  0.75
[176,]  1.25  0.75
[177,] -0.25  0.85
[178,] -0.15  0.85
[179,] -0.05  0.85
[180,]  0.05  0.85
[181,]  0.15  0.85
[182,]  0.25  0.85
[183,]  0.35  0.85
[184,]  0.45  0.85
[185,]  0.55  0.85
[186,]  0.65  0.85
[187,]  0.75  0.85
[188,]  0.85  0.85
[189,]  0.95  0.85
[190,]  1.05  0.85
[191,]  1.15  0.85
[192,]  1.25  0.85
[193,] -0.25  0.95
[194,] -0.15  0.95
[195,] -0.05  0.95
[196,]  0.05  0.95
[197,]  0.15  0.95
[198,]  0.25  0.95
[199,]  0.35  0.95
[200,]  0.45  0.95
[201,]  0.55  0.95
[202,]  0.65  0.95
[203,]  0.75  0.95
[204,]  0.85  0.95
[205,]  0.95  0.95
[206,]  1.05  0.95
[207,]  1.15  0.95
[208,]  1.25  0.95
[209,] -0.25  1.05
[210,] -0.15  1.05
[211,] -0.05  1.05
[212,]  0.05  1.05
[213,]  0.15  1.05
[214,]  0.25  1.05
[215,]  0.35  1.05
[216,]  0.45  1.05
[217,]  0.55  1.05
[218,]  0.65  1.05
[219,]  0.75  1.05
[220,]  0.85  1.05
[221,]  0.95  1.05
[222,]  1.05  1.05
[223,]  1.15  1.05
[224,]  1.25  1.05
[225,] -0.25  1.15
[226,] -0.15  1.15
[227,] -0.05  1.15
[228,]  0.05  1.15
[229,]  0.15  1.15
[230,]  0.25  1.15
[231,]  0.35  1.15
[232,]  0.45  1.15
[233,]  0.55  1.15
[234,]  0.65  1.15
[235,]  0.75  1.15
[236,]  0.85  1.15
[237,]  0.95  1.15
[238,]  1.05  1.15
[239,]  1.15  1.15
[240,]  1.25  1.15
[241,] -0.25  1.25
[242,] -0.15  1.25
[243,] -0.05  1.25
[244,]  0.05  1.25
[245,]  0.15  1.25
[246,]  0.25  1.25
[247,]  0.35  1.25
[248,]  0.45  1.25
[249,]  0.55  1.25
[250,]  0.65  1.25
[251,]  0.75  1.25
[252,]  0.85  1.25
[253,]  0.95  1.25
[254,]  1.05  1.25
[255,]  1.15  1.25
[256,]  1.25  1.25
Coordinate Reference System (CRS) arguments: NA 

Data summary:
      out         
 Min.   :0.04106  
 1st Qu.:1.00000  
 Median :1.74061  
 Mean   :2.10025  
 3rd Qu.:2.60472  
 Max.   :9.44692  
> 
> # check quantiles
> 
> quantile(lgm,c(0,0.1,0.5))

  |                                                                            
  |                                                                      |   0%
  |                                                                            
  |=                                                                     |   1%
  |                                                                            
  |=                                                                     |   2%
  |                                                                            
  |==                                                                    |   2%
  |                                                                            
  |==                                                                    |   3%
  |                                                                            
  |==                                                                    |   4%
  |                                                                            
  |===                                                                   |   4%
  |                                                                            
  |===                                                                   |   5%
  |                                                                            
  |====                                                                  |   5%
  |                                                                            
  |====                                                                  |   6%
  |                                                                            
  |=====                                                                 |   7%
  |                                                                            
  |=====                                                                 |   8%
  |                                                                            
  |======                                                                |   8%
  |                                                                            
  |======                                                                |   9%
  |                                                                            
  |=======                                                               |   9%
  |                                                                            
  |=======                                                               |  10%
  |                                                                            
  |=======                                                               |  11%
  |                                                                            
  |========                                                              |  11%
  |                                                                            
  |========                                                              |  12%
  |                                                                            
  |=========                                                             |  12%
  |                                                                            
  |=========                                                             |  13%
  |                                                                            
  |==========                                                            |  14%
  |                                                                            
  |==========                                                            |  15%
  |                                                                            
  |===========                                                           |  15%
  |                                                                            
  |===========                                                           |  16%
  |                                                                            
  |============                                                          |  16%
  |                                                                            
  |============                                                          |  17%
  |                                                                            
  |============                                                          |  18%
  |                                                                            
  |=============                                                         |  18%
  |                                                                            
  |=============                                                         |  19%
  |                                                                            
  |==============                                                        |  20%
  |                                                                            
  |===============                                                       |  21%
  |                                                                            
  |===============                                                       |  22%
  |                                                                            
  |================                                                      |  22%
  |                                                                            
  |================                                                      |  23%
  |                                                                            
  |================                                                      |  24%
  |                                                                            
  |=================                                                     |  24%
  |                                                                            
  |=================                                                     |  25%
  |                                                                            
  |==================                                                    |  25%
  |                                                                            
  |==================                                                    |  26%
  |                                                                            
  |===================                                                   |  27%
  |                                                                            
  |===================                                                   |  28%
  |                                                                            
  |====================                                                  |  28%
  |                                                                            
  |====================                                                  |  29%
  |                                                                            
  |=====================                                                 |  29%
  |                                                                            
  |=====================                                                 |  30%
  |                                                                            
  |=====================                                                 |  31%
  |                                                                            
  |======================                                                |  31%
  |                                                                            
  |======================                                                |  32%
  |                                                                            
  |=======================                                               |  32%
  |                                                                            
  |=======================                                               |  33%
  |                                                                            
  |========================                                              |  34%
  |                                                                            
  |========================                                              |  35%
  |                                                                            
  |=========================                                             |  35%
  |                                                                            
  |=========================                                             |  36%
  |                                                                            
  |==========================                                            |  36%
  |                                                                            
  |==========================                                            |  37%
  |                                                                            
  |==========================                                            |  38%
  |                                                                            
  |===========================                                           |  38%
  |                                                                            
  |===========================                                           |  39%
  |                                                                            
  |============================                                          |  40%
  |                                                                            
  |=============================                                         |  41%
  |                                                                            
  |=============================                                         |  42%
  |                                                                            
  |==============================                                        |  42%
  |                                                                            
  |==============================                                        |  43%
  |                                                                            
  |==============================                                        |  44%
  |                                                                            
  |===============================                                       |  44%
  |                                                                            
  |===============================                                       |  45%
  |                                                                            
  |================================                                      |  45%
  |                                                                            
  |================================                                      |  46%
  |                                                                            
  |=================================                                     |  47%
  |                                                                            
  |=================================                                     |  48%
  |                                                                            
  |==================================                                    |  48%
  |                                                                            
  |==================================                                    |  49%
  |                                                                            
  |===================================                                   |  49%
  |                                                                            
  |===================================                                   |  50%
  |                                                                            
  |===================================                                   |  51%
  |                                                                            
  |====================================                                  |  51%
  |                                                                            
  |====================================                                  |  52%
  |                                                                            
  |=====================================                                 |  52%
  |                                                                            
  |=====================================                                 |  53%
  |                                                                            
  |======================================                                |  54%
  |                                                                            
  |======================================                                |  55%
  |                                                                            
  |=======================================                               |  55%
  |                                                                            
  |=======================================                               |  56%
  |                                                                            
  |========================================                              |  56%
  |                                                                            
  |========================================                              |  57%
  |                                                                            
  |========================================                              |  58%
  |                                                                            
  |=========================================                             |  58%
  |                                                                            
  |=========================================                             |  59%
  |                                                                            
  |==========================================                            |  60%
  |                                                                            
  |===========================================                           |  61%
  |                                                                            
  |===========================================                           |  62%
  |                                                                            
  |============================================                          |  62%
  |                                                                            
  |============================================                          |  63%
  |                                                                            
  |============================================                          |  64%
  |                                                                            
  |=============================================                         |  64%
  |                                                                            
  |=============================================                         |  65%
  |                                                                            
  |==============================================                        |  65%
  |                                                                            
  |==============================================                        |  66%
  |                                                                            
  |===============================================                       |  67%
  |                                                                            
  |===============================================                       |  68%
  |                                                                            
  |================================================                      |  68%
  |                                                                            
  |================================================                      |  69%
  |                                                                            
  |=================================================                     |  69%
  |                                                                            
  |=================================================                     |  70%
  |                                                                            
  |=================================================                     |  71%
  |                                                                            
  |==================================================                    |  71%
  |                                                                            
  |==================================================                    |  72%
  |                                                                            
  |===================================================                   |  72%
  |                                                                            
  |===================================================                   |  73%
  |                                                                            
  |====================================================                  |  74%
  |                                                                            
  |====================================================                  |  75%
  |                                                                            
  |=====================================================                 |  75%
  |                                                                            
  |=====================================================                 |  76%
  |                                                                            
  |======================================================                |  76%
  |                                                                            
  |======================================================                |  77%
  |                                                                            
  |======================================================                |  78%
  |                                                                            
  |=======================================================               |  78%
  |                                                                            
  |=======================================================               |  79%
  |                                                                            
  |========================================================              |  80%
  |                                                                            
  |=========================================================             |  81%
  |                                                                            
  |=========================================================             |  82%
  |                                                                            
  |==========================================================            |  82%
  |                                                                            
  |==========================================================            |  83%
  |                                                                            
  |==========================================================            |  84%
  |                                                                            
  |===========================================================           |  84%
  |                                                                            
  |===========================================================           |  85%
  |                                                                            
  |============================================================          |  85%
  |                                                                            
  |============================================================          |  86%
  |                                                                            
  |=============================================================         |  87%
  |                                                                            
  |=============================================================         |  88%
  |                                                                            
  |==============================================================        |  88%
  |                                                                            
  |==============================================================        |  89%
  |                                                                            
  |===============================================================       |  89%
  |                                                                            
  |===============================================================       |  90%
  |                                                                            
  |===============================================================       |  91%
  |                                                                            
  |================================================================      |  91%
  |                                                                            
  |================================================================      |  92%
  |                                                                            
  |=================================================================     |  92%
  |                                                                            
  |=================================================================     |  93%
  |                                                                            
  |==================================================================    |  94%
  |                                                                            
  |==================================================================    |  95%
  |                                                                            
  |===================================================================   |  95%
  |                                                                            
  |===================================================================   |  96%
  |                                                                            
  |====================================================================  |  96%
  |                                                                            
  |====================================================================  |  97%
  |                                                                            
  |====================================================================  |  98%
  |                                                                            
  |===================================================================== |  98%
  |                                                                            
  |===================================================================== |  99%
  |                                                                            
  |======================================================================| 100%
, , 1

      [,1] [,2] [,3]       [,4]      [,5]      [,6]      [,7]       [,8]
 [1,]   NA   NA   NA         NA        NA        NA        NA         NA
 [2,]   NA   NA   NA         NA        NA        NA        NA         NA
 [3,]   NA   NA   NA         NA        NA        NA        NA         NA
 [4,]   NA   NA   NA -6.0578786 -4.752999 -5.199752 -5.107915 -3.8125182
 [5,]   NA   NA   NA -0.9241159 -1.458312 -3.040016 -2.740651 -3.0332420
 [6,]   NA   NA   NA -1.9189757 -1.173783 -3.717613 -3.382016 -5.1352318
 [7,]   NA   NA   NA -4.1566490 -2.182564 -4.645342 -3.556354 -5.0485562
 [8,]   NA   NA   NA -0.6031064 -2.062174 -3.478986 -2.976654 -4.5585347
 [9,]   NA   NA   NA -3.6520728 -4.097702 -3.666254 -2.909498 -3.3020768
[10,]   NA   NA   NA -3.1998319 -3.458086 -3.146081 -2.899160 -2.6395522
[11,]   NA   NA   NA -3.1352184 -6.592253 -2.702453 -3.201767 -2.5960499
[12,]   NA   NA   NA -5.4221101 -3.565465 -2.549564 -2.933129 -0.8611791
[13,]   NA   NA   NA -3.9384144 -3.250740 -6.327203 -4.094320 -2.9016963
[14,]   NA   NA   NA         NA        NA        NA        NA         NA
[15,]   NA   NA   NA         NA        NA        NA        NA         NA
[16,]   NA   NA   NA         NA        NA        NA        NA         NA
           [,9]     [,10]     [,11]     [,12]     [,13] [,14] [,15] [,16]
 [1,]        NA        NA        NA        NA        NA    NA    NA    NA
 [2,]        NA        NA        NA        NA        NA    NA    NA    NA
 [3,]        NA        NA        NA        NA        NA    NA    NA    NA
 [4,] -5.162547 -6.634063 -5.817255 -3.405690 -3.207343    NA    NA    NA
 [5,] -3.778066 -5.924774 -6.340662 -3.838092 -3.053222    NA    NA    NA
 [6,] -5.853153 -4.819822 -6.333250 -5.623172 -3.888487    NA    NA    NA
 [7,] -4.218973 -4.688009 -2.194347 -2.528054 -2.552721    NA    NA    NA
 [8,] -5.327917 -4.283272  1.011641  1.549346 -1.483488    NA    NA    NA
 [9,] -6.769536 -4.200363 -2.796268 -1.477862 -4.743459    NA    NA    NA
[10,] -4.479335 -2.185923 -1.249349 -1.788159 -1.692351    NA    NA    NA
[11,] -1.029457 -2.910265 -4.501240 -2.692024 -1.594824    NA    NA    NA
[12,] -5.251820 -1.834116 -3.095849 -4.879462 -4.150083    NA    NA    NA
[13,] -2.582604 -1.690076 -3.411019 -1.786181 -2.237258    NA    NA    NA
[14,]        NA        NA        NA        NA        NA    NA    NA    NA
[15,]        NA        NA        NA        NA        NA    NA    NA    NA
[16,]        NA        NA        NA        NA        NA    NA    NA    NA

, , 2

      [,1] [,2] [,3]       [,4]      [,5]      [,6]      [,7]      [,8]
 [1,]   NA   NA   NA         NA        NA        NA        NA        NA
 [2,]   NA   NA   NA         NA        NA        NA        NA        NA
 [3,]   NA   NA   NA         NA        NA        NA        NA        NA
 [4,]   NA   NA   NA -4.0583985 -3.871051 -2.758467 -3.890769 -3.654589
 [5,]   NA   NA   NA  0.2220934 -1.318848 -1.942101 -2.676394 -2.674320
 [6,]   NA   NA   NA -0.7456025 -1.066910 -3.038229 -3.318096 -4.507444
 [7,]   NA   NA   NA -3.9458299 -1.873441 -3.217891 -3.091763 -4.729182
 [8,]   NA   NA   NA  0.1091450 -2.008504 -3.130066 -2.882252 -3.307323
 [9,]   NA   NA   NA -2.3228875 -3.486695 -3.369428 -2.369812 -2.307976
[10,]   NA   NA   NA -2.5312544 -3.409267 -2.650318 -1.775528 -2.177577
[11,]   NA   NA   NA -3.0098943 -5.860693 -2.485546 -3.050135 -1.937987
[12,]   NA   NA   NA -4.4012491 -3.539724 -2.280669 -2.220573 -0.761831
[13,]   NA   NA   NA -3.1165908 -3.118380 -5.467935 -2.253215 -2.390173
[14,]   NA   NA   NA         NA        NA        NA        NA        NA
[15,]   NA   NA   NA         NA        NA        NA        NA        NA
[16,]   NA   NA   NA         NA        NA        NA        NA        NA
            [,9]      [,10]     [,11]     [,12]     [,13] [,14] [,15] [,16]
 [1,]         NA         NA        NA        NA        NA    NA    NA    NA
 [2,]         NA         NA        NA        NA        NA    NA    NA    NA
 [3,]         NA         NA        NA        NA        NA    NA    NA    NA
 [4,] -4.0598992 -6.2993297 -3.999779 -2.469160 -1.801194    NA    NA    NA
 [5,] -3.4053411 -5.4365870 -6.067459 -3.484431 -1.789890    NA    NA    NA
 [6,] -5.3594317 -4.0511740 -5.887559 -5.281723 -3.601825    NA    NA    NA
 [7,] -4.1672271 -4.5668599 -1.686651 -1.654686 -2.491629    NA    NA    NA
 [8,] -4.8385424 -4.1742503  1.170690  1.568474 -1.303133    NA    NA    NA
 [9,] -5.8321862 -4.1947175 -2.434826 -1.453002 -4.330950    NA    NA    NA
[10,] -4.4705340 -2.0108078 -1.170762 -1.343274 -1.228500    NA    NA    NA
[11,] -0.8064627 -2.7183167 -3.958960 -2.552255 -1.018924    NA    NA    NA
[12,] -3.9521065 -0.7711591 -1.846705 -4.405790 -4.095418    NA    NA    NA
[13,] -1.3243812 -1.3782543 -1.842862 -1.687885 -1.563646    NA    NA    NA
[14,]         NA         NA        NA        NA        NA    NA    NA    NA
[15,]         NA         NA        NA        NA        NA    NA    NA    NA
[16,]         NA         NA        NA        NA        NA    NA    NA    NA

, , 3

      [,1] [,2] [,3]       [,4]        [,5]       [,6]       [,7]       [,8]
 [1,]   NA   NA   NA         NA          NA         NA         NA         NA
 [2,]   NA   NA   NA         NA          NA         NA         NA         NA
 [3,]   NA   NA   NA         NA          NA         NA         NA         NA
 [4,]   NA   NA   NA -0.2899128 -2.91701743 -1.4980038 -3.1479475 -2.3374443
 [5,]   NA   NA   NA  0.7526183 -0.82005904 -0.5183286 -1.2529396 -0.9371537
 [6,]   NA   NA   NA  0.2758388  0.91430689 -2.3162276 -1.9902250 -1.8169674
 [7,]   NA   NA   NA -2.5035485 -1.15114487 -1.6094382 -1.6904350 -2.6960212
 [8,]   NA   NA   NA  0.9514327 -0.99745872 -1.9605295 -2.0500762 -2.1710444
 [9,]   NA   NA   NA -1.4860472 -2.35249149 -2.1542062 -1.0956198 -0.6644498
[10,]   NA   NA   NA -0.5407403 -2.92537419 -0.9685352  0.7124888 -0.8331127
[11,]   NA   NA   NA -1.1929914 -2.84520555 -1.4675242 -1.6489004 -1.7328935
[12,]   NA   NA   NA -2.9980340 -2.58462286 -0.9035632 -0.3713678 -0.1042836
[13,]   NA   NA   NA -1.7219752  0.04719354 -3.3601733 -0.2728513 -1.2602662
[14,]   NA   NA   NA         NA          NA         NA         NA         NA
[15,]   NA   NA   NA         NA          NA         NA         NA         NA
[16,]   NA   NA   NA         NA          NA         NA         NA         NA
            [,9]        [,10]      [,11]      [,12]      [,13] [,14] [,15]
 [1,]         NA           NA         NA         NA         NA    NA    NA
 [2,]         NA           NA         NA         NA         NA    NA    NA
 [3,]         NA           NA         NA         NA         NA    NA    NA
 [4,] -1.8779902 -1.017454876 -2.7402285 -0.9957598 -1.0888752    NA    NA
 [5,] -2.6565631 -2.062990736 -2.8904892 -1.9700504 -0.7721791    NA    NA
 [6,] -4.4022353 -2.890915876 -3.5838735 -2.7736719 -2.5152469    NA    NA
 [7,] -2.2524695 -2.108369721 -1.3027816 -0.7338287 -1.6287905    NA    NA
 [8,] -4.0809507 -2.221434190  1.3248304  1.6172327  0.1201446    NA    NA
 [9,] -4.1255930 -2.124084135 -1.0317276 -0.9387340 -1.6154612    NA    NA
[10,] -3.1781980 -0.982452447 -0.8776559 -0.6613035  0.2381970    NA    NA
[11,]  0.2408290 -2.160209579 -2.1529465 -1.0808149 -0.1827466    NA    NA
[12,] -2.8908713  0.007148476 -0.8536168 -2.3059202 -1.6682379    NA    NA
[13,]  0.3699054 -0.005334825  0.4298401 -0.3924010 -1.1607223    NA    NA
[14,]         NA           NA         NA         NA         NA    NA    NA
[15,]         NA           NA         NA         NA         NA    NA    NA
[16,]         NA           NA         NA         NA         NA    NA    NA
      [,16]
 [1,]    NA
 [2,]    NA
 [3,]    NA
 [4,]    NA
 [5,]    NA
 [6,]    NA
 [7,]    NA
 [8,]    NA
 [9,]    NA
[10,]    NA
[11,]    NA
[12,]    NA
[13,]    NA
[14,]    NA
[15,]    NA
[16,]    NA

attr(,"quantiles")
[1] 0.0 0.1 0.5
attr(,"xcoords")
 [1] -0.25 -0.15 -0.05  0.05  0.15  0.25  0.35  0.45  0.55  0.65  0.75  0.85
[13]  0.95  1.05  1.15  1.25
attr(,"ycoords")
 [1] -0.25 -0.15 -0.05  0.05  0.15  0.25  0.35  0.45  0.55  0.65  0.75  0.85
[13]  0.95  1.05  1.15  1.25
attr(,"window")
window: polygonal boundary
enclosing rectangle: [-0.3, 1.3] x [-0.3, 1.3] units
attr(,"ParentWindow")
window: polygonal boundary
enclosing rectangle: [-0.3, 1.3] x [-0.3, 1.3] units
attr(,"class")
[1] "lgcpQuantiles" "array"        
> quantile(lg,c(0,0.1,0.5))

  |                                                                            
  |                                                                      |   0%
  |                                                                            
  |=                                                                     |   1%
  |                                                                            
  |=                                                                     |   2%
  |                                                                            
  |==                                                                    |   2%
  |                                                                            
  |==                                                                    |   3%
  |                                                                            
  |==                                                                    |   4%
  |                                                                            
  |===                                                                   |   4%
  |                                                                            
  |===                                                                   |   5%
  |                                                                            
  |====                                                                  |   5%
  |                                                                            
  |====                                                                  |   6%
  |                                                                            
  |=====                                                                 |   7%
  |                                                                            
  |=====                                                                 |   8%
  |                                                                            
  |======                                                                |   8%
  |                                                                            
  |======                                                                |   9%
  |                                                                            
  |=======                                                               |   9%
  |                                                                            
  |=======                                                               |  10%
  |                                                                            
  |=======                                                               |  11%
  |                                                                            
  |========                                                              |  11%
  |                                                                            
  |========                                                              |  12%
  |                                                                            
  |=========                                                             |  12%
  |                                                                            
  |=========                                                             |  13%
  |                                                                            
  |==========                                                            |  14%
  |                                                                            
  |==========                                                            |  15%
  |                                                                            
  |===========                                                           |  15%
  |                                                                            
  |===========                                                           |  16%
  |                                                                            
  |============                                                          |  16%
  |                                                                            
  |============                                                          |  17%
  |                                                                            
  |============                                                          |  18%
  |                                                                            
  |=============                                                         |  18%
  |                                                                            
  |=============                                                         |  19%
  |                                                                            
  |==============                                                        |  20%
  |                                                                            
  |===============                                                       |  21%
  |                                                                            
  |===============                                                       |  22%
  |                                                                            
  |================                                                      |  22%
  |                                                                            
  |================                                                      |  23%
  |                                                                            
  |================                                                      |  24%
  |                                                                            
  |=================                                                     |  24%
  |                                                                            
  |=================                                                     |  25%
  |                                                                            
  |==================                                                    |  25%
  |                                                                            
  |==================                                                    |  26%
  |                                                                            
  |===================                                                   |  27%
  |                                                                            
  |===================                                                   |  28%
  |                                                                            
  |====================                                                  |  28%
  |                                                                            
  |====================                                                  |  29%
  |                                                                            
  |=====================                                                 |  29%
  |                                                                            
  |=====================                                                 |  30%
  |                                                                            
  |=====================                                                 |  31%
  |                                                                            
  |======================                                                |  31%
  |                                                                            
  |======================                                                |  32%
  |                                                                            
  |=======================                                               |  32%
  |                                                                            
  |=======================                                               |  33%
  |                                                                            
  |========================                                              |  34%
  |                                                                            
  |========================                                              |  35%
  |                                                                            
  |=========================                                             |  35%
  |                                                                            
  |=========================                                             |  36%
  |                                                                            
  |==========================                                            |  36%
  |                                                                            
  |==========================                                            |  37%
  |                                                                            
  |==========================                                            |  38%
  |                                                                            
  |===========================                                           |  38%
  |                                                                            
  |===========================                                           |  39%
  |                                                                            
  |============================                                          |  40%
  |                                                                            
  |=============================                                         |  41%
  |                                                                            
  |=============================                                         |  42%
  |                                                                            
  |==============================                                        |  42%
  |                                                                            
  |==============================                                        |  43%
  |                                                                            
  |==============================                                        |  44%
  |                                                                            
  |===============================                                       |  44%
  |                                                                            
  |===============================                                       |  45%
  |                                                                            
  |================================                                      |  45%
  |                                                                            
  |================================                                      |  46%
  |                                                                            
  |=================================                                     |  47%
  |                                                                            
  |=================================                                     |  48%
  |                                                                            
  |==================================                                    |  48%
  |                                                                            
  |==================================                                    |  49%
  |                                                                            
  |===================================                                   |  49%
  |                                                                            
  |===================================                                   |  50%
  |                                                                            
  |===================================                                   |  51%
  |                                                                            
  |====================================                                  |  51%
  |                                                                            
  |====================================                                  |  52%
  |                                                                            
  |=====================================                                 |  52%
  |                                                                            
  |=====================================                                 |  53%
  |                                                                            
  |======================================                                |  54%
  |                                                                            
  |======================================                                |  55%
  |                                                                            
  |=======================================                               |  55%
  |                                                                            
  |=======================================                               |  56%
  |                                                                            
  |========================================                              |  56%
  |                                                                            
  |========================================                              |  57%
  |                                                                            
  |========================================                              |  58%
  |                                                                            
  |=========================================                             |  58%
  |                                                                            
  |=========================================                             |  59%
  |                                                                            
  |==========================================                            |  60%
  |                                                                            
  |===========================================                           |  61%
  |                                                                            
  |===========================================                           |  62%
  |                                                                            
  |============================================                          |  62%
  |                                                                            
  |============================================                          |  63%
  |                                                                            
  |============================================                          |  64%
  |                                                                            
  |=============================================                         |  64%
  |                                                                            
  |=============================================                         |  65%
  |                                                                            
  |==============================================                        |  65%
  |                                                                            
  |==============================================                        |  66%
  |                                                                            
  |===============================================                       |  67%
  |                                                                            
  |===============================================                       |  68%
  |                                                                            
  |================================================                      |  68%
  |                                                                            
  |================================================                      |  69%
  |                                                                            
  |=================================================                     |  69%
  |                                                                            
  |=================================================                     |  70%
  |                                                                            
  |=================================================                     |  71%
  |                                                                            
  |==================================================                    |  71%
  |                                                                            
  |==================================================                    |  72%
  |                                                                            
  |===================================================                   |  72%
  |                                                                            
  |===================================================                   |  73%
  |                                                                            
  |====================================================                  |  74%
  |                                                                            
  |====================================================                  |  75%
  |                                                                            
  |=====================================================                 |  75%
  |                                                                            
  |=====================================================                 |  76%
  |                                                                            
  |======================================================                |  76%
  |                                                                            
  |======================================================                |  77%
  |                                                                            
  |======================================================                |  78%
  |                                                                            
  |=======================================================               |  78%
  |                                                                            
  |=======================================================               |  79%
  |                                                                            
  |========================================================              |  80%
  |                                                                            
  |=========================================================             |  81%
  |                                                                            
  |=========================================================             |  82%
  |                                                                            
  |==========================================================            |  82%
  |                                                                            
  |==========================================================            |  83%
  |                                                                            
  |==========================================================            |  84%
  |                                                                            
  |===========================================================           |  84%
  |                                                                            
  |===========================================================           |  85%
  |                                                                            
  |============================================================          |  85%
  |                                                                            
  |============================================================          |  86%
  |                                                                            
  |=============================================================         |  87%
  |                                                                            
  |=============================================================         |  88%
  |                                                                            
  |==============================================================        |  88%
  |                                                                            
  |==============================================================        |  89%
  |                                                                            
  |===============================================================       |  89%
  |                                                                            
  |===============================================================       |  90%
  |                                                                            
  |===============================================================       |  91%
  |                                                                            
  |================================================================      |  91%
  |                                                                            
  |================================================================      |  92%
  |                                                                            
  |=================================================================     |  92%
  |                                                                            
  |=================================================================     |  93%
  |                                                                            
  |==================================================================    |  94%
  |                                                                            
  |==================================================================    |  95%
  |                                                                            
  |===================================================================   |  95%
  |                                                                            
  |===================================================================   |  96%
  |                                                                            
  |====================================================================  |  96%
  |                                                                            
  |====================================================================  |  97%
  |                                                                            
  |====================================================================  |  98%
  |                                                                            
  |===================================================================== |  98%
  |                                                                            
  |===================================================================== |  99%
  |                                                                            
  |======================================================================| 100%
, , 1

      [,1] [,2] [,3]        [,4]       [,5]      [,6]      [,7]      [,8]
 [1,]   NA   NA   NA          NA         NA        NA        NA        NA
 [2,]   NA   NA   NA          NA         NA        NA        NA        NA
 [3,]   NA   NA   NA          NA         NA        NA        NA        NA
 [4,]   NA   NA   NA -0.02962839 -0.9338264 -1.539671 -3.754142 -2.401741
 [5,]   NA   NA   NA  0.33293900 -0.5171376 -1.689263 -3.345072 -3.555829
 [6,]   NA   NA   NA -1.24187273 -1.1441125 -1.780011 -1.321830 -2.000988
 [7,]   NA   NA   NA -1.60339161 -1.7047465 -4.121943 -2.981072 -2.095036
 [8,]   NA   NA   NA -2.66634002 -2.9330718 -3.992537 -2.689161 -1.067768
 [9,]   NA   NA   NA -2.92356938 -3.5879405 -2.850266 -4.289019 -3.063121
[10,]   NA   NA   NA -2.58200798 -3.2096242 -3.668595 -1.997523 -4.416937
[11,]   NA   NA   NA -2.86467487 -3.6058642 -3.993929 -2.306349 -2.130217
[12,]   NA   NA   NA -1.87804425 -2.9487129 -2.131784 -1.723532 -2.091761
[13,]   NA   NA   NA -2.85599078 -1.5501783 -2.116070 -2.090567 -2.676557
[14,]   NA   NA   NA          NA         NA        NA        NA        NA
[15,]   NA   NA   NA          NA         NA        NA        NA        NA
[16,]   NA   NA   NA          NA         NA        NA        NA        NA
           [,9]     [,10]     [,11]     [,12]     [,13] [,14] [,15] [,16]
 [1,]        NA        NA        NA        NA        NA    NA    NA    NA
 [2,]        NA        NA        NA        NA        NA    NA    NA    NA
 [3,]        NA        NA        NA        NA        NA    NA    NA    NA
 [4,] -1.599231 -2.376213 -1.282258 -1.575100 -1.999655    NA    NA    NA
 [5,] -4.979177 -1.820323 -3.325153 -3.449793 -4.128936    NA    NA    NA
 [6,] -2.162047 -3.915713 -3.041198 -2.351919 -3.048554    NA    NA    NA
 [7,] -2.831931 -2.748930 -1.852901 -2.855762 -2.352126    NA    NA    NA
 [8,] -3.308592 -2.386928 -2.393898 -2.170618 -3.278353    NA    NA    NA
 [9,] -3.135992 -3.498476 -2.314516 -2.369958 -2.795569    NA    NA    NA
[10,] -3.607592 -1.853295 -3.439574 -2.247691 -2.060384    NA    NA    NA
[11,] -1.776336 -2.657577 -2.910391 -2.161026 -1.723481    NA    NA    NA
[12,] -2.148221 -2.830232 -3.980010 -5.133389 -2.141436    NA    NA    NA
[13,] -4.210209 -3.732414 -2.924684 -3.490376 -3.232421    NA    NA    NA
[14,]        NA        NA        NA        NA        NA    NA    NA    NA
[15,]        NA        NA        NA        NA        NA    NA    NA    NA
[16,]        NA        NA        NA        NA        NA    NA    NA    NA

, , 2

      [,1] [,2] [,3]       [,4]       [,5]      [,6]      [,7]       [,8]
 [1,]   NA   NA   NA         NA         NA        NA        NA         NA
 [2,]   NA   NA   NA         NA         NA        NA        NA         NA
 [3,]   NA   NA   NA         NA         NA        NA        NA         NA
 [4,]   NA   NA   NA  0.3513046 -0.5944815 -1.429257 -3.013343 -1.7602226
 [5,]   NA   NA   NA  0.7223915 -0.1921502 -1.218376 -3.126350 -2.9584809
 [6,]   NA   NA   NA -0.6223810 -0.6522721 -1.573052 -0.982602 -1.9059335
 [7,]   NA   NA   NA -1.0986261 -1.6748791 -3.682483 -2.456267 -1.9225140
 [8,]   NA   NA   NA -2.0636986 -2.7063342 -3.383930 -2.631501 -0.7910639
 [9,]   NA   NA   NA -2.3838826 -3.3163267 -2.746832 -4.205482 -2.9417445
[10,]   NA   NA   NA -2.0012539 -3.0718713 -3.290246 -1.891908 -4.0137267
[11,]   NA   NA   NA -2.4104115 -3.0395418 -3.688824 -2.261457 -1.9720666
[12,]   NA   NA   NA -1.6193876 -2.8730155 -1.994888 -1.460049 -2.0236387
[13,]   NA   NA   NA -2.5129208 -1.1480527 -1.700653 -1.871193 -2.4913722
[14,]   NA   NA   NA         NA         NA        NA        NA         NA
[15,]   NA   NA   NA         NA         NA        NA        NA         NA
[16,]   NA   NA   NA         NA         NA        NA        NA         NA
           [,9]     [,10]     [,11]     [,12]     [,13] [,14] [,15] [,16]
 [1,]        NA        NA        NA        NA        NA    NA    NA    NA
 [2,]        NA        NA        NA        NA        NA    NA    NA    NA
 [3,]        NA        NA        NA        NA        NA    NA    NA    NA
 [4,] -1.512767 -2.196626 -1.096320 -1.240144 -1.882481    NA    NA    NA
 [5,] -4.325561 -1.776401 -2.831654 -3.376948 -3.552335    NA    NA    NA
 [6,] -1.583918 -3.714294 -2.905295 -2.255194 -2.952677    NA    NA    NA
 [7,] -2.690772 -2.539883 -1.587424 -2.679764 -2.299788    NA    NA    NA
 [8,] -3.118448 -2.054463 -2.365751 -1.958441 -2.845826    NA    NA    NA
 [9,] -2.663076 -3.209915 -1.490321 -2.012666 -2.489102    NA    NA    NA
[10,] -2.865724 -1.798144 -2.924242 -2.114994 -2.012328    NA    NA    NA
[11,] -1.740593 -2.649379 -2.359127 -2.155288 -1.530033    NA    NA    NA
[12,] -2.004612 -2.496362 -3.678580 -4.626382 -2.018656    NA    NA    NA
[13,] -3.582072 -3.277444 -2.632041 -3.118295 -2.982360    NA    NA    NA
[14,]        NA        NA        NA        NA        NA    NA    NA    NA
[15,]        NA        NA        NA        NA        NA    NA    NA    NA
[16,]        NA        NA        NA        NA        NA    NA    NA    NA

, , 3

      [,1] [,2] [,3]       [,4]       [,5]        [,6]       [,7]       [,8]
 [1,]   NA   NA   NA         NA         NA          NA         NA         NA
 [2,]   NA   NA   NA         NA         NA          NA         NA         NA
 [3,]   NA   NA   NA         NA         NA          NA         NA         NA
 [4,]   NA   NA   NA  2.0583955  0.5555907 -0.01118931 -2.1014920 -0.9858830
 [5,]   NA   NA   NA  2.4806229  1.3666331  0.78540137 -2.4159863 -1.9358795
 [6,]   NA   NA   NA  0.1597315  0.1000519 -0.19783712  0.6565438 -1.4519219
 [7,]   NA   NA   NA -0.2921212 -1.1067625 -2.89086525 -1.6801629 -1.5401311
 [8,]   NA   NA   NA -1.3182806 -2.2906943 -2.37819480 -2.5049030  0.6663891
 [9,]   NA   NA   NA -1.5272537 -2.0842884 -1.94815065 -2.9364776 -2.4136270
[10,]   NA   NA   NA -1.1778554 -2.0170930 -2.42516476 -1.3057180 -2.1565510
[11,]   NA   NA   NA -2.0478841 -2.5741746 -2.19300164 -1.5986701 -1.6952115
[12,]   NA   NA   NA -1.0264884 -1.9764923 -1.66204564 -0.9872374 -1.4734528
[13,]   NA   NA   NA -2.0161972 -0.2953709 -0.72722446 -1.0785619 -1.1263978
[14,]   NA   NA   NA         NA         NA          NA         NA         NA
[15,]   NA   NA   NA         NA         NA          NA         NA         NA
[16,]   NA   NA   NA         NA         NA          NA         NA         NA
            [,9]      [,10]      [,11]      [,12]     [,13] [,14] [,15] [,16]
 [1,]         NA         NA         NA         NA        NA    NA    NA    NA
 [2,]         NA         NA         NA         NA        NA    NA    NA    NA
 [3,]         NA         NA         NA         NA        NA    NA    NA    NA
 [4,] -1.0263674 -1.8671942 -0.2972772 -0.9908955 -1.360338    NA    NA    NA
 [5,] -3.1961574 -0.7731363 -1.9422980 -2.8608960 -2.882800    NA    NA    NA
 [6,] -1.2956836 -2.4374932 -1.6232642 -1.7490272 -1.789348    NA    NA    NA
 [7,] -1.6360167 -1.7826329 -1.1640874 -2.2514416 -1.429218    NA    NA    NA
 [8,] -2.2861613 -1.8219427 -1.5952464 -1.3981515 -2.150127    NA    NA    NA
 [9,] -1.1738582 -2.4320275 -0.5013499 -1.1739738 -2.217763    NA    NA    NA
[10,] -2.0931756 -1.4640528 -2.2062325 -1.2502359 -1.450782    NA    NA    NA
[11,] -1.5527537 -2.1236677 -1.8718298 -1.7900730 -1.275009    NA    NA    NA
[12,] -0.9712371 -1.8993344 -2.4023390 -3.3088390 -1.107028    NA    NA    NA
[13,] -3.1625457 -2.4514316 -2.1681860 -2.6660178 -2.332695    NA    NA    NA
[14,]         NA         NA         NA         NA        NA    NA    NA    NA
[15,]         NA         NA         NA         NA        NA    NA    NA    NA
[16,]         NA         NA         NA         NA        NA    NA    NA    NA

attr(,"quantiles")
[1] 0.0 0.1 0.5
attr(,"xcoords")
 [1] -0.25 -0.15 -0.05  0.05  0.15  0.25  0.35  0.45  0.55  0.65  0.75  0.85
[13]  0.95  1.05  1.15  1.25
attr(,"ycoords")
 [1] -0.25 -0.15 -0.05  0.05  0.15  0.25  0.35  0.45  0.55  0.65  0.75  0.85
[13]  0.95  1.05  1.15  1.25
attr(,"window")
window: polygonal boundary
enclosing rectangle: [-0.3, 1.3] x [-0.3, 1.3] units
attr(,"ParentWindow")
window: polygonal boundary
enclosing rectangle: [-0.3, 1.3] x [-0.3, 1.3] units
attr(,"class")
[1] "lgcpQuantiles" "array"        
> 
> t1 <- all.equal(expectation(lgm,function(x){return(x)})[[1]],lgm$y.mean$grid[[1]])

  |                                                                            
  |                                                                      |   0%
  |                                                                            
  |=========                                                             |  12%
  |                                                                            
  |==================                                                    |  25%
  |                                                                            
  |==========================                                            |  38%
  |                                                                            
  |===================================                                   |  50%
  |                                                                            
  |============================================                          |  62%
  |                                                                            
  |====================================================                  |  75%
  |                                                                            
  |=============================================================         |  88%
  |                                                                            
  |======================================================================| 100%
> if(!t1){stop("error in computing expectation in lgcpMethodsTest.R")}
> t2 <- all.equal(expectation(lg,function(x){return(x)})[[1]],lg$y.mean$grid[[length(lg$y.mean$grid)]])

  |                                                                            
  |                                                                      |   0%
  |                                                                            
  |=========                                                             |  12%
  |                                                                            
  |==================                                                    |  25%
  |                                                                            
  |==========================                                            |  38%
  |                                                                            
  |===================================                                   |  50%
  |                                                                            
  |============================================                          |  62%
  |                                                                            
  |====================================================                  |  75%
  |                                                                            
  |=============================================================         |  88%
  |                                                                            
  |======================================================================| 100%
> if(!t2){stop("error in computing expectation in lgcpMethodsTest.R")}
> 
> proc.time()
   user  system elapsed 
  14.79    1.18   18.46