R Under development (unstable) (2023-08-30 r85030 ucrt) -- "Unsuffered Consequences"
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Platform: x86_64-w64-mingw32/x64

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> cat("Test of pen=Inf\n")
Test of pen=Inf
> library(GGMselect)
Loading required package: mvtnorm
> 
> # ++++++++++++++++++++++++++++++++++++++++++++++++++++
> p = 30
> n = 20
> dmax = 17
> eta=0.05
> iG = 1
> set.seed(iG)
> Gr <- simulateGraph(p,eta)
> iS = 1
> set.seed(iS*(pi/3.1415)**iG)
> X <- rmvnorm(n, mean=rep(0,p), sigma=Gr$C)
> 
> # LONG !QEGraphEst <- selectQE(X, dmax=dmax, K=2,   verbose=T)
> GraphEst <- selectFast(X, dmax=dmax, K=2,
+                        verbose=T,
+                        family=c("LA", "C01","EW" ))
*** Run family LA 
LASSO sequence
Computing X'X .....
LARS Step 1 :	 Variable 9 	added
LARS Step 2 :	 Variable 2 	added
LARS Step 3 :	 Variable 27 	added
LARS Step 4 :	 Variable 1 	added
LARS Step 5 :	 Variable 12 	added
LARS Step 6 :	 Variable 4 	added
LARS Step 7 :	 Variable 10 	added
LARS Step 8 :	 Variable 25 	added
LARS Step 9 :	 Variable 6 	added
LARS Step 10 :	 Variable 22 	added
LARS Step 11 :	 Variable 26 	added
LARS Step 12 :	 Variable 20 	added
LARS Step 13 :	 Variable 7 	added
LARS Step 14 :	 Variable 16 	added
Lasso Step 15 :	 Variable 1 	dropped
LARS Step 16 :	 Variable 13 	added
LARS Step 17 :	 Variable 17 	added
LARS Step 18 :	 Variable 14 	added
LARS Step 19 :	 Variable 15 	added
Lasso Step 20 :	 Variable 13 	dropped
Computing residuals, RSS etc .....
LASSO sequence
Computing X'X .....
LARS Step 1 :	 Variable 6 	added
LARS Step 2 :	 Variable 24 	added
LARS Step 3 :	 Variable 20 	added
LARS Step 4 :	 Variable 5 	added
LARS Step 5 :	 Variable 15 	added
LARS Step 6 :	 Variable 7 	added
LARS Step 7 :	 Variable 11 	added
LARS Step 8 :	 Variable 29 	added
LARS Step 9 :	 Variable 18 	added
LARS Step 10 :	 Variable 4 	added
LARS Step 11 :	 Variable 26 	added
LARS Step 12 :	 Variable 3 	added
LARS Step 13 :	 Variable 14 	added
Lasso Step 14 :	 Variable 26 	dropped
LARS Step 15 :	 Variable 25 	added
Lasso Step 16 :	 Variable 11 	dropped
LARS Step 17 :	 Variable 8 	added
LARS Step 18 :	 Variable 21 	added
Lasso Step 19 :	 Variable 7 	dropped
LARS Step 20 :	 Variable 28 	added
Computing residuals, RSS etc .....
LASSO sequence
Computing X'X .....
LARS Step 1 :	 Variable 3 	added
LARS Step 2 :	 Variable 22 	added
LARS Step 3 :	 Variable 23 	added
LARS Step 4 :	 Variable 1 	added
LARS Step 5 :	 Variable 4 	added
LARS Step 6 :	 Variable 18 	added
LARS Step 7 :	 Variable 28 	added
LARS Step 8 :	 Variable 15 	added
LARS Step 9 :	 Variable 8 	added
LARS Step 10 :	 Variable 13 	added
LARS Step 11 :	 Variable 20 	added
Lasso Step 12 :	 Variable 8 	dropped
LARS Step 13 :	 Variable 17 	added
LARS Step 14 :	 Variable 9 	added
LARS Step 15 :	 Variable 14 	added
LARS Step 16 :	 Variable 25 	added
LARS Step 17 :	 Variable 11 	added
Lasso Step 18 :	 Variable 25 	dropped
LARS Step 19 :	 Variable 26 	added
Lasso Step 20 :	 Variable 18 	dropped
Computing residuals, RSS etc .....
LASSO sequence
Computing X'X .....
LARS Step 1 :	 Variable 3 	added
LARS Step 2 :	 Variable 23 	added
LARS Step 3 :	 Variable 10 	added
LARS Step 4 :	 Variable 19 	added
LARS Step 5 :	 Variable 7 	added
LARS Step 6 :	 Variable 22 	added
LARS Step 7 :	 Variable 28 	added
LARS Step 8 :	 Variable 1 	added
LARS Step 9 :	 Variable 9 	added
LARS Step 10 :	 Variable 18 	added
LARS Step 11 :	 Variable 8 	added
LARS Step 12 :	 Variable 21 	added
LARS Step 13 :	 Variable 14 	added
LARS Step 14 :	 Variable 25 	added
Lasso Step 15 :	 Variable 10 	dropped
LARS Step 16 :	 Variable 4 	added
LARS Step 17 :	 Variable 16 	added
LARS Step 18 :	 Variable 26 	added
LARS Step 19 :	 Variable 13 	added
LARS Step 20 :	 Variable 2 	added
Computing residuals, RSS etc .....
LASSO sequence
Computing X'X .....
LARS Step 1 :	 Variable 23 	added
LARS Step 2 :	 Variable 14 	added
LARS Step 3 :	 Variable 5 	added
LARS Step 4 :	 Variable 9 	added
LARS Step 5 :	 Variable 12 	added
LARS Step 6 :	 Variable 8 	added
LARS Step 7 :	 Variable 27 	added
LARS Step 8 :	 Variable 3 	added
LARS Step 9 :	 Variable 19 	added
LARS Step 10 :	 Variable 15 	added
LARS Step 11 :	 Variable 26 	added
LARS Step 12 :	 Variable 10 	added
LARS Step 13 :	 Variable 1 	added
LARS Step 14 :	 Variable 7 	added
LARS Step 15 :	 Variable 29 	added
Lasso Step 16 :	 Variable 9 	dropped
LARS Step 17 :	 Variable 16 	added
Lasso Step 18 :	 Variable 3 	dropped
Lasso Step 19 :	 Variable 14 	dropped
Lasso Step 20 :	 Variable 5 	dropped
Computing residuals, RSS etc .....
LASSO sequence
Computing X'X .....
LARS Step 1 :	 Variable 10 	added
LARS Step 2 :	 Variable 2 	added
LARS Step 3 :	 Variable 5 	added
LARS Step 4 :	 Variable 16 	added
LARS Step 5 :	 Variable 9 	added
LARS Step 6 :	 Variable 18 	added
LARS Step 7 :	 Variable 8 	added
LARS Step 8 :	 Variable 22 	added
LARS Step 9 :	 Variable 20 	added
LARS Step 10 :	 Variable 23 	added
LARS Step 11 :	 Variable 21 	added
LARS Step 12 :	 Variable 17 	added
LARS Step 13 :	 Variable 14 	added
LARS Step 14 :	 Variable 11 	added
LARS Step 15 :	 Variable 26 	added
LARS Step 16 :	 Variable 27 	added
LARS Step 17 :	 Variable 29 	added
LARS Step 18 :	 Variable 25 	added
LARS Step 19 :	 Variable 13 	added
Lasso Step 20 :	 Variable 25 	dropped
Computing residuals, RSS etc .....
LASSO sequence
Computing X'X .....
LARS Step 1 :	 Variable 2 	added
LARS Step 2 :	 Variable 20 	added
LARS Step 3 :	 Variable 29 	added
LARS Step 4 :	 Variable 18 	added
LARS Step 5 :	 Variable 16 	added
LARS Step 6 :	 Variable 17 	added
LARS Step 7 :	 Variable 11 	added
LARS Step 8 :	 Variable 5 	added
LARS Step 9 :	 Variable 15 	added
LARS Step 10 :	 Variable 7 	added
LARS Step 11 :	 Variable 4 	added
LARS Step 12 :	 Variable 9 	added
LARS Step 13 :	 Variable 28 	added
LARS Step 14 :	 Variable 1 	added
LARS Step 15 :	 Variable 22 	added
Lasso Step 16 :	 Variable 7 	dropped
LARS Step 17 :	 Variable 10 	added
LARS Step 18 :	 Variable 12 	added
Lasso Step 19 :	 Variable 11 	dropped
LARS Step 20 :	 Variable 24 	added
Computing residuals, RSS etc .....
LASSO sequence
Computing X'X .....
LARS Step 1 :	 Variable 23 	added
LARS Step 2 :	 Variable 21 	added
LARS Step 3 :	 Variable 28 	added
LARS Step 4 :	 Variable 4 	added
LARS Step 5 :	 Variable 16 	added
LARS Step 6 :	 Variable 22 	added
LARS Step 7 :	 Variable 14 	added
LARS Step 8 :	 Variable 26 	added
Lasso Step 9 :	 Variable 28 	dropped
LARS Step 10 :	 Variable 29 	added
LARS Step 11 :	 Variable 13 	added
LARS Step 12 :	 Variable 5 	added
LARS Step 13 :	 Variable 24 	added
LARS Step 14 :	 Variable 19 	added
LARS Step 15 :	 Variable 1 	added
Lasso Step 16 :	 Variable 13 	dropped
LARS Step 17 :	 Variable 11 	added
LARS Step 18 :	 Variable 20 	added
LARS Step 19 :	 Variable 10 	added
LARS Step 20 :	 Variable 25 	added
Computing residuals, RSS etc .....
LASSO sequence
Computing X'X .....
LARS Step 1 :	 Variable 27 	added
LARS Step 2 :	 Variable 14 	added
LARS Step 3 :	 Variable 5 	added
LARS Step 4 :	 Variable 24 	added
LARS Step 5 :	 Variable 13 	added
LARS Step 6 :	 Variable 16 	added
LARS Step 7 :	 Variable 11 	added
LARS Step 8 :	 Variable 6 	added
LARS Step 9 :	 Variable 9 	added
LARS Step 10 :	 Variable 26 	added
LARS Step 11 :	 Variable 12 	added
LARS Step 12 :	 Variable 28 	added
LARS Step 13 :	 Variable 22 	added
Lasso Step 14 :	 Variable 11 	dropped
LARS Step 15 :	 Variable 20 	added
LARS Step 16 :	 Variable 25 	added
LARS Step 17 :	 Variable 18 	added
LARS Step 18 :	 Variable 19 	added
Lasso Step 19 :	 Variable 20 	dropped
Lasso Step 20 :	 Variable 9 	dropped
Computing residuals, RSS etc .....
LASSO sequence
Computing X'X .....
LARS Step 1 :	 Variable 1 	added
LARS Step 2 :	 Variable 26 	added
LARS Step 3 :	 Variable 16 	added
LARS Step 4 :	 Variable 24 	added
LARS Step 5 :	 Variable 29 	added
LARS Step 6 :	 Variable 2 	added
LARS Step 7 :	 Variable 27 	added
LARS Step 8 :	 Variable 28 	added
LARS Step 9 :	 Variable 6 	added
LARS Step 10 :	 Variable 19 	added
LARS Step 11 :	 Variable 7 	added
Lasso Step 12 :	 Variable 2 	dropped
LARS Step 13 :	 Variable 8 	added
LARS Step 14 :	 Variable 25 	added
LARS Step 15 :	 Variable 21 	added
LARS Step 16 :	 Variable 3 	added
LARS Step 17 :	 Variable 14 	added
Lasso Step 18 :	 Variable 16 	dropped
LARS Step 19 :	 Variable 12 	added
LARS Step 20 :	 Variable 20 	added
Computing residuals, RSS etc .....
LASSO sequence
Computing X'X .....
LARS Step 1 :	 Variable 29 	added
LARS Step 2 :	 Variable 28 	added
LARS Step 3 :	 Variable 13 	added
LARS Step 4 :	 Variable 6 	added
LARS Step 5 :	 Variable 4 	added
LARS Step 6 :	 Variable 20 	added
LARS Step 7 :	 Variable 23 	added
LARS Step 8 :	 Variable 10 	added
LARS Step 9 :	 Variable 12 	added
LARS Step 10 :	 Variable 21 	added
LARS Step 11 :	 Variable 19 	added
LARS Step 12 :	 Variable 26 	added
LARS Step 13 :	 Variable 15 	added
LARS Step 14 :	 Variable 25 	added
LARS Step 15 :	 Variable 9 	added
Lasso Step 16 :	 Variable 4 	dropped
LARS Step 17 :	 Variable 1 	added
LARS Step 18 :	 Variable 18 	added
LARS Step 19 :	 Variable 3 	added
LARS Step 20 :	 Variable 8 	added
Computing residuals, RSS etc .....
LASSO sequence
Computing X'X .....
LARS Step 1 :	 Variable 12 	added
LARS Step 2 :	 Variable 14 	added
LARS Step 3 :	 Variable 8 	added
LARS Step 4 :	 Variable 18 	added
LARS Step 5 :	 Variable 4 	added
LARS Step 6 :	 Variable 26 	added
LARS Step 7 :	 Variable 7 	added
LARS Step 8 :	 Variable 21 	added
LARS Step 9 :	 Variable 3 	added
LARS Step 10 :	 Variable 6 	added
LARS Step 11 :	 Variable 29 	added
LARS Step 12 :	 Variable 28 	added
LARS Step 13 :	 Variable 2 	added
LARS Step 14 :	 Variable 24 	added
Lasso Step 15 :	 Variable 7 	dropped
LARS Step 16 :	 Variable 25 	added
LARS Step 17 :	 Variable 13 	added
LARS Step 18 :	 Variable 20 	added
Lasso Step 19 :	 Variable 28 	dropped
LARS Step 20 :	 Variable 9 	added
Computing residuals, RSS etc .....
LASSO sequence
Computing X'X .....
LARS Step 1 :	 Variable 12 	added
LARS Step 2 :	 Variable 5 	added
LARS Step 3 :	 Variable 26 	added
LARS Step 4 :	 Variable 8 	added
LARS Step 5 :	 Variable 14 	added
LARS Step 6 :	 Variable 21 	added
LARS Step 7 :	 Variable 4 	added
LARS Step 8 :	 Variable 20 	added
LARS Step 9 :	 Variable 18 	added
LARS Step 10 :	 Variable 13 	added
LARS Step 11 :	 Variable 29 	added
LARS Step 12 :	 Variable 1 	added
LARS Step 13 :	 Variable 19 	added
LARS Step 14 :	 Variable 9 	added
LARS Step 15 :	 Variable 25 	added
LARS Step 16 :	 Variable 24 	added
LARS Step 17 :	 Variable 2 	added
LARS Step 18 :	 Variable 10 	added
Lasso Step 19 :	 Variable 24 	dropped
LARS Step 20 :	 Variable 11 	added
Computing residuals, RSS etc .....
LASSO sequence
Computing X'X .....
LARS Step 1 :	 Variable 11 	added
LARS Step 2 :	 Variable 28 	added
LARS Step 3 :	 Variable 4 	added
LARS Step 4 :	 Variable 22 	added
LARS Step 5 :	 Variable 27 	added
LARS Step 6 :	 Variable 13 	added
LARS Step 7 :	 Variable 25 	added
Lasso Step 8 :	 Variable 28 	dropped
LARS Step 9 :	 Variable 26 	added
LARS Step 10 :	 Variable 23 	added
LARS Step 11 :	 Variable 7 	added
LARS Step 12 :	 Variable 20 	added
LARS Step 13 :	 Variable 28 	added
LARS Step 14 :	 Variable 9 	added
LARS Step 15 :	 Variable 3 	added
Lasso Step 16 :	 Variable 4 	dropped
LARS Step 17 :	 Variable 17 	added
LARS Step 18 :	 Variable 5 	added
LARS Step 19 :	 Variable 1 	added
LARS Step 20 :	 Variable 6 	added
Lasso Step 21 :	 Variable 28 	dropped
Computing residuals, RSS etc .....
LASSO sequence
Computing X'X .....
LARS Step 1 :	 Variable 2 	added
LARS Step 2 :	 Variable 9 	added
LARS Step 3 :	 Variable 5 	added
LARS Step 4 :	 Variable 22 	added
LARS Step 5 :	 Variable 28 	added
LARS Step 6 :	 Variable 12 	added
LARS Step 7 :	 Variable 19 	added
LARS Step 8 :	 Variable 16 	added
LARS Step 9 :	 Variable 27 	added
LARS Step 10 :	 Variable 15 	added
LARS Step 11 :	 Variable 21 	added
LARS Step 12 :	 Variable 6 	added
LARS Step 13 :	 Variable 26 	added
LARS Step 14 :	 Variable 14 	added
LARS Step 15 :	 Variable 23 	added
LARS Step 16 :	 Variable 29 	added
LARS Step 17 :	 Variable 10 	added
Lasso Step 18 :	 Variable 23 	dropped
LARS Step 19 :	 Variable 4 	added
LARS Step 20 :	 Variable 20 	added
Lasso Step 21 :	 Variable 16 	dropped
Computing residuals, RSS etc .....
LASSO sequence
Computing X'X .....
LARS Step 1 :	 Variable 21 	added
LARS Step 2 :	 Variable 3 	added
LARS Step 3 :	 Variable 20 	added
LARS Step 4 :	 Variable 25 	added
LARS Step 5 :	 Variable 22 	added
LARS Step 6 :	 Variable 2 	added
LARS Step 7 :	 Variable 28 	added
LARS Step 8 :	 Variable 5 	added
LARS Step 9 :	 Variable 18 	added
LARS Step 10 :	 Variable 16 	added
LARS Step 11 :	 Variable 23 	added
LARS Step 12 :	 Variable 29 	added
LARS Step 13 :	 Variable 10 	added
LARS Step 14 :	 Variable 8 	added
Lasso Step 15 :	 Variable 29 	dropped
Lasso Step 16 :	 Variable 16 	dropped
LARS Step 17 :	 Variable 15 	added
Lasso Step 18 :	 Variable 23 	dropped
LARS Step 19 :	 Variable 27 	added
LARS Step 20 :	 Variable 19 	added
Computing residuals, RSS etc .....
LASSO sequence
Computing X'X .....
LARS Step 1 :	 Variable 10 	added
LARS Step 2 :	 Variable 6 	added
LARS Step 3 :	 Variable 15 	added
LARS Step 4 :	 Variable 21 	added
LARS Step 5 :	 Variable 9 	added
LARS Step 6 :	 Variable 8 	added
LARS Step 7 :	 Variable 14 	added
LARS Step 8 :	 Variable 18 	added
LARS Step 9 :	 Variable 20 	added
LARS Step 10 :	 Variable 22 	added
LARS Step 11 :	 Variable 28 	added
LARS Step 12 :	 Variable 24 	added
LARS Step 13 :	 Variable 4 	added
LARS Step 14 :	 Variable 5 	added
LARS Step 15 :	 Variable 19 	added
LARS Step 16 :	 Variable 26 	added
Lasso Step 17 :	 Variable 10 	dropped
LARS Step 18 :	 Variable 29 	added
LARS Step 19 :	 Variable 25 	added
LARS Step 20 :	 Variable 13 	added
Computing residuals, RSS etc .....
LASSO sequence
Computing X'X .....
LARS Step 1 :	 Variable 19 	added
LARS Step 2 :	 Variable 20 	added
LARS Step 3 :	 Variable 7 	added
LARS Step 4 :	 Variable 15 	added
LARS Step 5 :	 Variable 8 	added
LARS Step 6 :	 Variable 28 	added
LARS Step 7 :	 Variable 11 	added
Lasso Step 8 :	 Variable 7 	dropped
LARS Step 9 :	 Variable 14 	added
LARS Step 10 :	 Variable 17 	added
LARS Step 11 :	 Variable 22 	added
LARS Step 12 :	 Variable 6 	added
LARS Step 13 :	 Variable 7 	added
LARS Step 14 :	 Variable 29 	added
LARS Step 15 :	 Variable 27 	added
LARS Step 16 :	 Variable 18 	added
LARS Step 17 :	 Variable 16 	added
LARS Step 18 :	 Variable 24 	added
Lasso Step 19 :	 Variable 7 	dropped
LARS Step 20 :	 Variable 9 	added
Lasso Step 21 :	 Variable 27 	dropped
Computing residuals, RSS etc .....
LASSO sequence
Computing X'X .....
LARS Step 1 :	 Variable 12 	added
LARS Step 2 :	 Variable 3 	added
LARS Step 3 :	 Variable 6 	added
LARS Step 4 :	 Variable 29 	added
LARS Step 5 :	 Variable 22 	added
LARS Step 6 :	 Variable 21 	added
LARS Step 7 :	 Variable 7 	added
Lasso Step 8 :	 Variable 29 	dropped
LARS Step 9 :	 Variable 8 	added
LARS Step 10 :	 Variable 27 	added
LARS Step 11 :	 Variable 23 	added
LARS Step 12 :	 Variable 20 	added
LARS Step 13 :	 Variable 29 	added
LARS Step 14 :	 Variable 1 	added
LARS Step 15 :	 Variable 24 	added
Lasso Step 16 :	 Variable 21 	dropped
LARS Step 17 :	 Variable 17 	added
LARS Step 18 :	 Variable 19 	added
LARS Step 19 :	 Variable 25 	added
LARS Step 20 :	 Variable 4 	added
Computing residuals, RSS etc .....
LASSO sequence
Computing X'X .....
LARS Step 1 :	 Variable 18 	added
LARS Step 2 :	 Variable 15 	added
LARS Step 3 :	 Variable 20 	added
LARS Step 4 :	 Variable 11 	added
LARS Step 5 :	 Variable 28 	added
LARS Step 6 :	 Variable 24 	added
LARS Step 7 :	 Variable 3 	added
LARS Step 8 :	 Variable 8 	added
LARS Step 9 :	 Variable 4 	added
Lasso Step 10 :	 Variable 3 	dropped
LARS Step 11 :	 Variable 14 	added
Lasso Step 12 :	 Variable 24 	dropped
LARS Step 13 :	 Variable 17 	added
LARS Step 14 :	 Variable 6 	added
LARS Step 15 :	 Variable 22 	added
LARS Step 16 :	 Variable 16 	added
LARS Step 17 :	 Variable 19 	added
LARS Step 18 :	 Variable 3 	added
Lasso Step 19 :	 Variable 14 	dropped
LARS Step 20 :	 Variable 27 	added
Computing residuals, RSS etc .....
LASSO sequence
Computing X'X .....
LARS Step 1 :	 Variable 11 	added
LARS Step 2 :	 Variable 26 	added
LARS Step 3 :	 Variable 16 	added
LARS Step 4 :	 Variable 25 	added
LARS Step 5 :	 Variable 17 	added
LARS Step 6 :	 Variable 27 	added
LARS Step 7 :	 Variable 6 	added
LARS Step 8 :	 Variable 18 	added
LARS Step 9 :	 Variable 5 	added
LARS Step 10 :	 Variable 24 	added
LARS Step 11 :	 Variable 21 	added
LARS Step 12 :	 Variable 14 	added
LARS Step 13 :	 Variable 3 	added
LARS Step 14 :	 Variable 23 	added
Lasso Step 15 :	 Variable 27 	dropped
LARS Step 16 :	 Variable 9 	added
LARS Step 17 :	 Variable 19 	added
LARS Step 18 :	 Variable 8 	added
LARS Step 19 :	 Variable 13 	added
Lasso Step 20 :	 Variable 5 	dropped
Computing residuals, RSS etc .....
LASSO sequence
Computing X'X .....
LARS Step 1 :	 Variable 28 	added
LARS Step 2 :	 Variable 16 	added
LARS Step 3 :	 Variable 27 	added
LARS Step 4 :	 Variable 17 	added
LARS Step 5 :	 Variable 19 	added
LARS Step 6 :	 Variable 8 	added
LARS Step 7 :	 Variable 13 	added
LARS Step 8 :	 Variable 21 	added
LARS Step 9 :	 Variable 22 	added
LARS Step 10 :	 Variable 15 	added
LARS Step 11 :	 Variable 25 	added
LARS Step 12 :	 Variable 24 	added
LARS Step 13 :	 Variable 6 	added
LARS Step 14 :	 Variable 23 	added
LARS Step 15 :	 Variable 5 	added
Lasso Step 16 :	 Variable 23 	dropped
LARS Step 17 :	 Variable 3 	added
Lasso Step 18 :	 Variable 13 	dropped
LARS Step 19 :	 Variable 23 	added
LARS Step 20 :	 Variable 29 	added
Computing residuals, RSS etc .....
LASSO sequence
Computing X'X .....
LARS Step 1 :	 Variable 29 	added
LARS Step 2 :	 Variable 24 	added
LARS Step 3 :	 Variable 14 	added
LARS Step 4 :	 Variable 23 	added
LARS Step 5 :	 Variable 3 	added
LARS Step 6 :	 Variable 8 	added
LARS Step 7 :	 Variable 15 	added
LARS Step 8 :	 Variable 1 	added
LARS Step 9 :	 Variable 18 	added
LARS Step 10 :	 Variable 22 	added
LARS Step 11 :	 Variable 19 	added
LARS Step 12 :	 Variable 6 	added
LARS Step 13 :	 Variable 12 	added
LARS Step 14 :	 Variable 28 	added
LARS Step 15 :	 Variable 7 	added
LARS Step 16 :	 Variable 16 	added
Lasso Step 17 :	 Variable 28 	dropped
LARS Step 18 :	 Variable 5 	added
LARS Step 19 :	 Variable 13 	added
LARS Step 20 :	 Variable 28 	added
Lasso Step 21 :	 Variable 13 	dropped
Computing residuals, RSS etc .....
LASSO sequence
Computing X'X .....
LARS Step 1 :	 Variable 5 	added
LARS Step 2 :	 Variable 8 	added
LARS Step 3 :	 Variable 11 	added
LARS Step 4 :	 Variable 23 	added
LARS Step 5 :	 Variable 29 	added
LARS Step 6 :	 Variable 26 	added
LARS Step 7 :	 Variable 17 	added
LARS Step 8 :	 Variable 4 	added
LARS Step 9 :	 Variable 28 	added
LARS Step 10 :	 Variable 6 	added
LARS Step 11 :	 Variable 18 	added
Lasso Step 12 :	 Variable 4 	dropped
LARS Step 13 :	 Variable 25 	added
Lasso Step 14 :	 Variable 23 	dropped
LARS Step 15 :	 Variable 1 	added
LARS Step 16 :	 Variable 13 	added
LARS Step 17 :	 Variable 9 	added
LARS Step 18 :	 Variable 19 	added
LARS Step 19 :	 Variable 14 	added
LARS Step 20 :	 Variable 27 	added
Computing residuals, RSS etc .....
LASSO sequence
Computing X'X .....
LARS Step 1 :	 Variable 2 	added
LARS Step 2 :	 Variable 20 	added
LARS Step 3 :	 Variable 3 	added
LARS Step 4 :	 Variable 23 	added
LARS Step 5 :	 Variable 10 	added
LARS Step 6 :	 Variable 9 	added
LARS Step 7 :	 Variable 26 	added
LARS Step 8 :	 Variable 24 	added
LARS Step 9 :	 Variable 19 	added
LARS Step 10 :	 Variable 21 	added
Lasso Step 11 :	 Variable 24 	dropped
LARS Step 12 :	 Variable 28 	added
Lasso Step 13 :	 Variable 3 	dropped
LARS Step 14 :	 Variable 15 	added
LARS Step 15 :	 Variable 17 	added
LARS Step 16 :	 Variable 25 	added
LARS Step 17 :	 Variable 8 	added
LARS Step 18 :	 Variable 12 	added
LARS Step 19 :	 Variable 7 	added
LARS Step 20 :	 Variable 5 	added
Computing residuals, RSS etc .....
LASSO sequence
Computing X'X .....
LARS Step 1 :	 Variable 29 	added
LARS Step 2 :	 Variable 24 	added
LARS Step 3 :	 Variable 18 	added
LARS Step 4 :	 Variable 7 	added
LARS Step 5 :	 Variable 14 	added
LARS Step 6 :	 Variable 16 	added
LARS Step 7 :	 Variable 21 	added
LARS Step 8 :	 Variable 22 	added
LARS Step 9 :	 Variable 2 	added
LARS Step 10 :	 Variable 27 	added
Lasso Step 11 :	 Variable 7 	dropped
LARS Step 12 :	 Variable 6 	added
LARS Step 13 :	 Variable 5 	added
LARS Step 14 :	 Variable 12 	added
LARS Step 15 :	 Variable 19 	added
LARS Step 16 :	 Variable 9 	added
Lasso Step 17 :	 Variable 27 	dropped
LARS Step 18 :	 Variable 10 	added
LARS Step 19 :	 Variable 3 	added
LARS Step 20 :	 Variable 23 	added
Computing residuals, RSS etc .....
LASSO sequence
Computing X'X .....
LARS Step 1 :	 Variable 10 	added
LARS Step 2 :	 Variable 21 	added
LARS Step 3 :	 Variable 25 	added
LARS Step 4 :	 Variable 29 	added
LARS Step 5 :	 Variable 15 	added
LARS Step 6 :	 Variable 11 	added
Lasso Step 7 :	 Variable 29 	dropped
LARS Step 8 :	 Variable 2 	added
LARS Step 9 :	 Variable 14 	added
LARS Step 10 :	 Variable 13 	added
LARS Step 11 :	 Variable 27 	added
LARS Step 12 :	 Variable 8 	added
LARS Step 13 :	 Variable 6 	added
LARS Step 14 :	 Variable 9 	added
LARS Step 15 :	 Variable 3 	added
Lasso Step 16 :	 Variable 2 	dropped
LARS Step 17 :	 Variable 4 	added
Lasso Step 18 :	 Variable 3 	dropped
LARS Step 19 :	 Variable 17 	added
LARS Step 20 :	 Variable 24 	added
Computing residuals, RSS etc .....
LASSO sequence
Computing X'X .....
LARS Step 1 :	 Variable 9 	added
LARS Step 2 :	 Variable 5 	added
LARS Step 3 :	 Variable 22 	added
LARS Step 4 :	 Variable 10 	added
LARS Step 5 :	 Variable 1 	added
LARS Step 6 :	 Variable 15 	added
LARS Step 7 :	 Variable 27 	added
LARS Step 8 :	 Variable 14 	added
LARS Step 9 :	 Variable 17 	added
LARS Step 10 :	 Variable 19 	added
LARS Step 11 :	 Variable 8 	added
LARS Step 12 :	 Variable 6 	added
LARS Step 13 :	 Variable 21 	added
LARS Step 14 :	 Variable 28 	added
LARS Step 15 :	 Variable 29 	added
Lasso Step 16 :	 Variable 14 	dropped
Lasso Step 17 :	 Variable 17 	dropped
LARS Step 18 :	 Variable 26 	added
LARS Step 19 :	 Variable 13 	added
LARS Step 20 :	 Variable 20 	added
Computing residuals, RSS etc .....
LASSO sequence
Computing X'X .....
LARS Step 1 :	 Variable 11 	added
LARS Step 2 :	 Variable 22 	added
LARS Step 3 :	 Variable 14 	added
LARS Step 4 :	 Variable 10 	added
LARS Step 5 :	 Variable 12 	added
LARS Step 6 :	 Variable 15 	added
LARS Step 7 :	 Variable 7 	added
LARS Step 8 :	 Variable 13 	added
LARS Step 9 :	 Variable 16 	added
Lasso Step 10 :	 Variable 12 	dropped
LARS Step 11 :	 Variable 23 	added
LARS Step 12 :	 Variable 2 	added
LARS Step 13 :	 Variable 27 	added
LARS Step 14 :	 Variable 17 	added
Lasso Step 15 :	 Variable 2 	dropped
LARS Step 16 :	 Variable 9 	added
LARS Step 17 :	 Variable 3 	added
LARS Step 18 :	 Variable 2 	added
LARS Step 19 :	 Variable 28 	added
Lasso Step 20 :	 Variable 2 	dropped
Computing residuals, RSS etc .....
LASSO sequence
Computing X'X .....
LARS Step 1 :	 Variable 11 	added
LARS Step 2 :	 Variable 23 	added
LARS Step 3 :	 Variable 26 	added
LARS Step 4 :	 Variable 10 	added
LARS Step 5 :	 Variable 7 	added
LARS Step 6 :	 Variable 22 	added
LARS Step 7 :	 Variable 18 	added
LARS Step 8 :	 Variable 28 	added
LARS Step 9 :	 Variable 8 	added
LARS Step 10 :	 Variable 13 	added
LARS Step 11 :	 Variable 1 	added
LARS Step 12 :	 Variable 24 	added
Lasso Step 13 :	 Variable 26 	dropped
LARS Step 14 :	 Variable 19 	added
LARS Step 15 :	 Variable 27 	added
LARS Step 16 :	 Variable 15 	added
LARS Step 17 :	 Variable 4 	added
LARS Step 18 :	 Variable 6 	added
LARS Step 19 :	 Variable 9 	added
LARS Step 20 :	 Variable 17 	added
Lasso Step 21 :	 Variable 1 	dropped
Computing residuals, RSS etc .....
*** End family LA 
*** Run family C01 
*** End family C01 
*** Run family EW 
LASSO sequence
Computing X'X .....
LARS Step 1 :	 Variable 9 	added
LARS Step 2 :	 Variable 2 	added
LARS Step 3 :	 Variable 27 	added
LARS Step 4 :	 Variable 6 	added
LARS Step 5 :	 Variable 12 	added
LARS Step 6 :	 Variable 4 	added
LARS Step 7 :	 Variable 10 	added
LARS Step 8 :	 Variable 22 	added
LARS Step 9 :	 Variable 13 	added
LARS Step 10 :	 Variable 20 	added
LARS Step 11 :	 Variable 26 	added
LARS Step 12 :	 Variable 17 	added
LARS Step 13 :	 Variable 3 	added
LARS Step 14 :	 Variable 7 	added
LARS Step 15 :	 Variable 8 	added
Lasso Step 16 :	 Variable 10 	dropped
LARS Step 17 :	 Variable 15 	added
Lasso Step 18 :	 Variable 9 	dropped
LARS Step 19 :	 Variable 1 	added
LARS Step 20 :	 Variable 9 	added
Lasso Step 21 :	 Variable 15 	dropped
Computing residuals, RSS etc .....
LASSO sequence
Computing X'X .....
LARS Step 1 :	 Variable 6 	added
LARS Step 2 :	 Variable 24 	added
LARS Step 3 :	 Variable 5 	added
LARS Step 4 :	 Variable 9 	added
LARS Step 5 :	 Variable 29 	added
LARS Step 6 :	 Variable 14 	added
LARS Step 7 :	 Variable 26 	added
LARS Step 8 :	 Variable 15 	added
LARS Step 9 :	 Variable 1 	added
LARS Step 10 :	 Variable 27 	added
LARS Step 11 :	 Variable 28 	added
LARS Step 12 :	 Variable 20 	added
LARS Step 13 :	 Variable 2 	added
Lasso Step 14 :	 Variable 9 	dropped
LARS Step 15 :	 Variable 25 	added
LARS Step 16 :	 Variable 9 	added
Lasso Step 17 :	 Variable 27 	dropped
Lasso Step 18 :	 Variable 9 	dropped
LARS Step 19 :	 Variable 23 	added
LARS Step 20 :	 Variable 27 	added
Computing residuals, RSS etc .....
LASSO sequence
Computing X'X .....
LARS Step 1 :	 Variable 3 	added
LARS Step 2 :	 Variable 23 	added
LARS Step 3 :	 Variable 22 	added
LARS Step 4 :	 Variable 1 	added
LARS Step 5 :	 Variable 28 	added
LARS Step 6 :	 Variable 19 	added
LARS Step 7 :	 Variable 4 	added
LARS Step 8 :	 Variable 15 	added
LARS Step 9 :	 Variable 18 	added
LARS Step 10 :	 Variable 13 	added
LARS Step 11 :	 Variable 9 	added
LARS Step 12 :	 Variable 20 	added
LARS Step 13 :	 Variable 24 	added
Lasso Step 14 :	 Variable 18 	dropped
LARS Step 15 :	 Variable 25 	added
LARS Step 16 :	 Variable 14 	added
LARS Step 17 :	 Variable 27 	added
Lasso Step 18 :	 Variable 25 	dropped
LARS Step 19 :	 Variable 18 	added
LARS Step 20 :	 Variable 16 	added
Lasso Step 21 :	 Variable 22 	dropped
Computing residuals, RSS etc .....
LASSO sequence
Computing X'X .....
LARS Step 1 :	 Variable 3 	added
LARS Step 2 :	 Variable 23 	added
LARS Step 3 :	 Variable 10 	added
LARS Step 4 :	 Variable 17 	added
LARS Step 5 :	 Variable 7 	added
LARS Step 6 :	 Variable 9 	added
LARS Step 7 :	 Variable 18 	added
LARS Step 8 :	 Variable 28 	added
LARS Step 9 :	 Variable 13 	added
LARS Step 10 :	 Variable 15 	added
LARS Step 11 :	 Variable 22 	added
Lasso Step 12 :	 Variable 10 	dropped
Lasso Step 13 :	 Variable 7 	dropped
LARS Step 14 :	 Variable 21 	added
LARS Step 15 :	 Variable 19 	added
LARS Step 16 :	 Variable 6 	added
LARS Step 17 :	 Variable 10 	added
LARS Step 18 :	 Variable 29 	added
Lasso Step 19 :	 Variable 17 	dropped
LARS Step 20 :	 Variable 7 	added
Computing residuals, RSS etc .....
LASSO sequence
Computing X'X .....
LARS Step 1 :	 Variable 23 	added
LARS Step 2 :	 Variable 14 	added
LARS Step 3 :	 Variable 26 	added
LARS Step 4 :	 Variable 10 	added
LARS Step 5 :	 Variable 12 	added
LARS Step 6 :	 Variable 9 	added
LARS Step 7 :	 Variable 8 	added
LARS Step 8 :	 Variable 27 	added
LARS Step 9 :	 Variable 19 	added
LARS Step 10 :	 Variable 5 	added
LARS Step 11 :	 Variable 15 	added
LARS Step 12 :	 Variable 1 	added
LARS Step 13 :	 Variable 24 	added
Lasso Step 14 :	 Variable 5 	dropped
LARS Step 15 :	 Variable 3 	added
Lasso Step 16 :	 Variable 26 	dropped
LARS Step 17 :	 Variable 18 	added
LARS Step 18 :	 Variable 26 	added
LARS Step 19 :	 Variable 25 	added
LARS Step 20 :	 Variable 5 	added
Lasso Step 21 :	 Variable 1 	dropped
Computing residuals, RSS etc .....
LASSO sequence
Computing X'X .....
LARS Step 1 :	 Variable 2 	added
LARS Step 2 :	 Variable 10 	added
LARS Step 3 :	 Variable 9 	added
LARS Step 4 :	 Variable 5 	added
LARS Step 5 :	 Variable 16 	added
LARS Step 6 :	 Variable 17 	added
LARS Step 7 :	 Variable 8 	added
LARS Step 8 :	 Variable 22 	added
LARS Step 9 :	 Variable 20 	added
LARS Step 10 :	 Variable 23 	added
LARS Step 11 :	 Variable 18 	added
LARS Step 12 :	 Variable 29 	added
Lasso Step 13 :	 Variable 5 	dropped
LARS Step 14 :	 Variable 14 	added
LARS Step 15 :	 Variable 21 	added
Lasso Step 16 :	 Variable 18 	dropped
LARS Step 17 :	 Variable 1 	added
LARS Step 18 :	 Variable 5 	added
LARS Step 19 :	 Variable 26 	added
LARS Step 20 :	 Variable 12 	added
Lasso Step 21 :	 Variable 21 	dropped
Computing residuals, RSS etc .....
LASSO sequence
Computing X'X .....
LARS Step 1 :	 Variable 2 	added
LARS Step 2 :	 Variable 20 	added
LARS Step 3 :	 Variable 18 	added
LARS Step 4 :	 Variable 29 	added
LARS Step 5 :	 Variable 11 	added
LARS Step 6 :	 Variable 9 	added
LARS Step 7 :	 Variable 19 	added
LARS Step 8 :	 Variable 23 	added
LARS Step 9 :	 Variable 28 	added
LARS Step 10 :	 Variable 4 	added
LARS Step 11 :	 Variable 16 	added
LARS Step 12 :	 Variable 1 	added
LARS Step 13 :	 Variable 10 	added
LARS Step 14 :	 Variable 14 	added
LARS Step 15 :	 Variable 8 	added
LARS Step 16 :	 Variable 24 	added
LARS Step 17 :	 Variable 21 	added
Lasso Step 18 :	 Variable 14 	dropped
LARS Step 19 :	 Variable 22 	added
Lasso Step 20 :	 Variable 9 	dropped
Computing residuals, RSS etc .....
LASSO sequence
Computing X'X .....
LARS Step 1 :	 Variable 23 	added
LARS Step 2 :	 Variable 11 	added
LARS Step 3 :	 Variable 21 	added
LARS Step 4 :	 Variable 4 	added
LARS Step 5 :	 Variable 16 	added
LARS Step 6 :	 Variable 22 	added
LARS Step 7 :	 Variable 5 	added
LARS Step 8 :	 Variable 28 	added
LARS Step 9 :	 Variable 10 	added
LARS Step 10 :	 Variable 13 	added
LARS Step 11 :	 Variable 17 	added
LARS Step 12 :	 Variable 12 	added
LARS Step 13 :	 Variable 26 	added
LARS Step 14 :	 Variable 15 	added
LARS Step 15 :	 Variable 25 	added
Lasso Step 16 :	 Variable 13 	dropped
LARS Step 17 :	 Variable 18 	added
LARS Step 18 :	 Variable 24 	added
LARS Step 19 :	 Variable 6 	added
Lasso Step 20 :	 Variable 25 	dropped
Computing residuals, RSS etc .....
LASSO sequence
Computing X'X .....
LARS Step 1 :	 Variable 27 	added
LARS Step 2 :	 Variable 14 	added
LARS Step 3 :	 Variable 5 	added
LARS Step 4 :	 Variable 24 	added
LARS Step 5 :	 Variable 13 	added
LARS Step 6 :	 Variable 12 	added
LARS Step 7 :	 Variable 16 	added
LARS Step 8 :	 Variable 6 	added
LARS Step 9 :	 Variable 26 	added
LARS Step 10 :	 Variable 19 	added
LARS Step 11 :	 Variable 1 	added
LARS Step 12 :	 Variable 18 	added
Lasso Step 13 :	 Variable 13 	dropped
LARS Step 14 :	 Variable 23 	added
LARS Step 15 :	 Variable 28 	added
LARS Step 16 :	 Variable 21 	added
LARS Step 17 :	 Variable 3 	added
LARS Step 18 :	 Variable 13 	added
LARS Step 19 :	 Variable 20 	added
LARS Step 20 :	 Variable 11 	added
Lasso Step 21 :	 Variable 13 	dropped
Computing residuals, RSS etc .....
LASSO sequence
Computing X'X .....
LARS Step 1 :	 Variable 26 	added
LARS Step 2 :	 Variable 1 	added
LARS Step 3 :	 Variable 24 	added
LARS Step 4 :	 Variable 29 	added
LARS Step 5 :	 Variable 7 	added
LARS Step 6 :	 Variable 16 	added
LARS Step 7 :	 Variable 28 	added
LARS Step 8 :	 Variable 6 	added
LARS Step 9 :	 Variable 27 	added
LARS Step 10 :	 Variable 19 	added
LARS Step 11 :	 Variable 8 	added
LARS Step 12 :	 Variable 21 	added
LARS Step 13 :	 Variable 5 	added
Lasso Step 14 :	 Variable 16 	dropped
LARS Step 15 :	 Variable 14 	added
LARS Step 16 :	 Variable 4 	added
LARS Step 17 :	 Variable 12 	added
LARS Step 18 :	 Variable 16 	added
LARS Step 19 :	 Variable 10 	added
Lasso Step 20 :	 Variable 28 	dropped
Computing residuals, RSS etc .....
LASSO sequence
Computing X'X .....
LARS Step 1 :	 Variable 29 	added
LARS Step 2 :	 Variable 28 	added
LARS Step 3 :	 Variable 13 	added
LARS Step 4 :	 Variable 6 	added
LARS Step 5 :	 Variable 20 	added
LARS Step 6 :	 Variable 4 	added
LARS Step 7 :	 Variable 23 	added
LARS Step 8 :	 Variable 1 	added
LARS Step 9 :	 Variable 10 	added
LARS Step 10 :	 Variable 26 	added
LARS Step 11 :	 Variable 21 	added
LARS Step 12 :	 Variable 19 	added
LARS Step 13 :	 Variable 12 	added
LARS Step 14 :	 Variable 25 	added
LARS Step 15 :	 Variable 16 	added
LARS Step 16 :	 Variable 14 	added
LARS Step 17 :	 Variable 2 	added
LARS Step 18 :	 Variable 9 	added
Lasso Step 19 :	 Variable 16 	dropped
Lasso Step 20 :	 Variable 4 	dropped
Computing residuals, RSS etc .....
LASSO sequence
Computing X'X .....
LARS Step 1 :	 Variable 12 	added
LARS Step 2 :	 Variable 14 	added
LARS Step 3 :	 Variable 8 	added
LARS Step 4 :	 Variable 18 	added
LARS Step 5 :	 Variable 4 	added
LARS Step 6 :	 Variable 7 	added
LARS Step 7 :	 Variable 28 	added
LARS Step 8 :	 Variable 26 	added
LARS Step 9 :	 Variable 5 	added
LARS Step 10 :	 Variable 21 	added
LARS Step 11 :	 Variable 29 	added
LARS Step 12 :	 Variable 6 	added
LARS Step 13 :	 Variable 9 	added
LARS Step 14 :	 Variable 20 	added
LARS Step 15 :	 Variable 24 	added
LARS Step 16 :	 Variable 15 	added
LARS Step 17 :	 Variable 17 	added
Lasso Step 18 :	 Variable 6 	dropped
Lasso Step 19 :	 Variable 28 	dropped
LARS Step 20 :	 Variable 2 	added
Computing residuals, RSS etc .....
LASSO sequence
Computing X'X .....
LARS Step 1 :	 Variable 12 	added
LARS Step 2 :	 Variable 14 	added
LARS Step 3 :	 Variable 26 	added
LARS Step 4 :	 Variable 5 	added
LARS Step 5 :	 Variable 8 	added
LARS Step 6 :	 Variable 21 	added
LARS Step 7 :	 Variable 18 	added
LARS Step 8 :	 Variable 3 	added
LARS Step 9 :	 Variable 19 	added
LARS Step 10 :	 Variable 7 	added
LARS Step 11 :	 Variable 28 	added
LARS Step 12 :	 Variable 9 	added
LARS Step 13 :	 Variable 4 	added
LARS Step 14 :	 Variable 13 	added
LARS Step 15 :	 Variable 11 	added
LARS Step 16 :	 Variable 10 	added
LARS Step 17 :	 Variable 29 	added
Lasso Step 18 :	 Variable 19 	dropped
LARS Step 19 :	 Variable 1 	added
LARS Step 20 :	 Variable 20 	added
Lasso Step 21 :	 Variable 28 	dropped
Computing residuals, RSS etc .....
LASSO sequence
Computing X'X .....
LARS Step 1 :	 Variable 11 	added
LARS Step 2 :	 Variable 22 	added
LARS Step 3 :	 Variable 27 	added
LARS Step 4 :	 Variable 13 	added
LARS Step 5 :	 Variable 4 	added
LARS Step 6 :	 Variable 25 	added
LARS Step 7 :	 Variable 26 	added
LARS Step 8 :	 Variable 23 	added
LARS Step 9 :	 Variable 1 	added
LARS Step 10 :	 Variable 5 	added
LARS Step 11 :	 Variable 20 	added
LARS Step 12 :	 Variable 3 	added
LARS Step 13 :	 Variable 9 	added
Lasso Step 14 :	 Variable 4 	dropped
LARS Step 15 :	 Variable 28 	added
LARS Step 16 :	 Variable 16 	added
LARS Step 17 :	 Variable 24 	added
Lasso Step 18 :	 Variable 16 	dropped
LARS Step 19 :	 Variable 4 	added
LARS Step 20 :	 Variable 15 	added
Lasso Step 21 :	 Variable 26 	dropped
Computing residuals, RSS etc .....
LASSO sequence
Computing X'X .....
LARS Step 1 :	 Variable 2 	added
LARS Step 2 :	 Variable 9 	added
LARS Step 3 :	 Variable 5 	added
LARS Step 4 :	 Variable 22 	added
LARS Step 5 :	 Variable 28 	added
LARS Step 6 :	 Variable 12 	added
LARS Step 7 :	 Variable 16 	added
LARS Step 8 :	 Variable 19 	added
LARS Step 9 :	 Variable 27 	added
LARS Step 10 :	 Variable 15 	added
LARS Step 11 :	 Variable 26 	added
LARS Step 12 :	 Variable 6 	added
Lasso Step 13 :	 Variable 16 	dropped
LARS Step 14 :	 Variable 23 	added
LARS Step 15 :	 Variable 16 	added
LARS Step 16 :	 Variable 14 	added
LARS Step 17 :	 Variable 3 	added
LARS Step 18 :	 Variable 21 	added
LARS Step 19 :	 Variable 29 	added
LARS Step 20 :	 Variable 13 	added
Lasso Step 21 :	 Variable 14 	dropped
Computing residuals, RSS etc .....
LASSO sequence
Computing X'X .....
LARS Step 1 :	 Variable 21 	added
LARS Step 2 :	 Variable 3 	added
LARS Step 3 :	 Variable 20 	added
LARS Step 4 :	 Variable 25 	added
LARS Step 5 :	 Variable 28 	added
LARS Step 6 :	 Variable 22 	added
LARS Step 7 :	 Variable 5 	added
LARS Step 8 :	 Variable 2 	added
LARS Step 9 :	 Variable 29 	added
LARS Step 10 :	 Variable 18 	added
LARS Step 11 :	 Variable 16 	added
LARS Step 12 :	 Variable 6 	added
LARS Step 13 :	 Variable 4 	added
LARS Step 14 :	 Variable 15 	added
LARS Step 15 :	 Variable 8 	added
LARS Step 16 :	 Variable 27 	added
LARS Step 17 :	 Variable 14 	added
Lasso Step 18 :	 Variable 16 	dropped
Lasso Step 19 :	 Variable 29 	dropped
LARS Step 20 :	 Variable 24 	added
Computing residuals, RSS etc .....
LASSO sequence
Computing X'X .....
LARS Step 1 :	 Variable 10 	added
LARS Step 2 :	 Variable 6 	added
LARS Step 3 :	 Variable 15 	added
LARS Step 4 :	 Variable 21 	added
LARS Step 5 :	 Variable 9 	added
LARS Step 6 :	 Variable 14 	added
LARS Step 7 :	 Variable 8 	added
LARS Step 8 :	 Variable 22 	added
LARS Step 9 :	 Variable 18 	added
LARS Step 10 :	 Variable 20 	added
LARS Step 11 :	 Variable 28 	added
LARS Step 12 :	 Variable 24 	added
LARS Step 13 :	 Variable 5 	added
LARS Step 14 :	 Variable 16 	added
LARS Step 15 :	 Variable 13 	added
LARS Step 16 :	 Variable 11 	added
LARS Step 17 :	 Variable 4 	added
Lasso Step 18 :	 Variable 16 	dropped
LARS Step 19 :	 Variable 29 	added
LARS Step 20 :	 Variable 26 	added
Lasso Step 21 :	 Variable 10 	dropped
Computing residuals, RSS etc .....
LASSO sequence
Computing X'X .....
LARS Step 1 :	 Variable 19 	added
LARS Step 2 :	 Variable 20 	added
LARS Step 3 :	 Variable 22 	added
LARS Step 4 :	 Variable 17 	added
LARS Step 5 :	 Variable 7 	added
LARS Step 6 :	 Variable 26 	added
LARS Step 7 :	 Variable 29 	added
LARS Step 8 :	 Variable 8 	added
LARS Step 9 :	 Variable 2 	added
Lasso Step 10 :	 Variable 7 	dropped
LARS Step 11 :	 Variable 24 	added
LARS Step 12 :	 Variable 28 	added
LARS Step 13 :	 Variable 27 	added
LARS Step 14 :	 Variable 3 	added
LARS Step 15 :	 Variable 10 	added
Lasso Step 16 :	 Variable 2 	dropped
LARS Step 17 :	 Variable 16 	added
LARS Step 18 :	 Variable 6 	added
LARS Step 19 :	 Variable 15 	added
Lasso Step 20 :	 Variable 10 	dropped
Lasso Step 21 :	 Variable 3 	dropped
Computing residuals, RSS etc .....
LASSO sequence
Computing X'X .....
LARS Step 1 :	 Variable 12 	added
LARS Step 2 :	 Variable 3 	added
LARS Step 3 :	 Variable 6 	added
LARS Step 4 :	 Variable 22 	added
LARS Step 5 :	 Variable 7 	added
LARS Step 6 :	 Variable 21 	added
LARS Step 7 :	 Variable 23 	added
LARS Step 8 :	 Variable 27 	added
LARS Step 9 :	 Variable 8 	added
LARS Step 10 :	 Variable 13 	added
LARS Step 11 :	 Variable 16 	added
LARS Step 12 :	 Variable 20 	added
LARS Step 13 :	 Variable 4 	added
LARS Step 14 :	 Variable 9 	added
LARS Step 15 :	 Variable 24 	added
LARS Step 16 :	 Variable 18 	added
Lasso Step 17 :	 Variable 9 	dropped
Lasso Step 18 :	 Variable 6 	dropped
LARS Step 19 :	 Variable 17 	added
LARS Step 20 :	 Variable 1 	added
Lasso Step 21 :	 Variable 16 	dropped
Computing residuals, RSS etc .....
LASSO sequence
Computing X'X .....
LARS Step 1 :	 Variable 18 	added
LARS Step 2 :	 Variable 11 	added
LARS Step 3 :	 Variable 15 	added
LARS Step 4 :	 Variable 17 	added
LARS Step 5 :	 Variable 24 	added
LARS Step 6 :	 Variable 28 	added
LARS Step 7 :	 Variable 8 	added
LARS Step 8 :	 Variable 20 	added
LARS Step 9 :	 Variable 19 	added
LARS Step 10 :	 Variable 10 	added
LARS Step 11 :	 Variable 3 	added
LARS Step 12 :	 Variable 26 	added
LARS Step 13 :	 Variable 4 	added
LARS Step 14 :	 Variable 16 	added
LARS Step 15 :	 Variable 27 	added
Lasso Step 16 :	 Variable 20 	dropped
LARS Step 17 :	 Variable 9 	added
Lasso Step 18 :	 Variable 27 	dropped
LARS Step 19 :	 Variable 5 	added
LARS Step 20 :	 Variable 6 	added
Computing residuals, RSS etc .....
LASSO sequence
Computing X'X .....
LARS Step 1 :	 Variable 26 	added
LARS Step 2 :	 Variable 11 	added
LARS Step 3 :	 Variable 16 	added
LARS Step 4 :	 Variable 17 	added
LARS Step 5 :	 Variable 25 	added
LARS Step 6 :	 Variable 6 	added
LARS Step 7 :	 Variable 27 	added
LARS Step 8 :	 Variable 24 	added
LARS Step 9 :	 Variable 18 	added
LARS Step 10 :	 Variable 21 	added
LARS Step 11 :	 Variable 14 	added
LARS Step 12 :	 Variable 29 	added
LARS Step 13 :	 Variable 19 	added
LARS Step 14 :	 Variable 9 	added
LARS Step 15 :	 Variable 28 	added
Lasso Step 16 :	 Variable 19 	dropped
LARS Step 17 :	 Variable 10 	added
LARS Step 18 :	 Variable 7 	added
LARS Step 19 :	 Variable 4 	added
LARS Step 20 :	 Variable 22 	added
Lasso Step 21 :	 Variable 25 	dropped
Computing residuals, RSS etc .....
LASSO sequence
Computing X'X .....
LARS Step 1 :	 Variable 28 	added
LARS Step 2 :	 Variable 16 	added
LARS Step 3 :	 Variable 27 	added
LARS Step 4 :	 Variable 17 	added
LARS Step 5 :	 Variable 19 	added
LARS Step 6 :	 Variable 8 	added
LARS Step 7 :	 Variable 13 	added
LARS Step 8 :	 Variable 23 	added
LARS Step 9 :	 Variable 21 	added
LARS Step 10 :	 Variable 29 	added
LARS Step 11 :	 Variable 25 	added
LARS Step 12 :	 Variable 22 	added
LARS Step 13 :	 Variable 24 	added
LARS Step 14 :	 Variable 6 	added
LARS Step 15 :	 Variable 12 	added
LARS Step 16 :	 Variable 9 	added
LARS Step 17 :	 Variable 20 	added
LARS Step 18 :	 Variable 11 	added
LARS Step 19 :	 Variable 1 	added
Max |corr| = 0; exiting...
Computing residuals, RSS etc .....
LASSO sequence
Computing X'X .....
LARS Step 1 :	 Variable 29 	added
LARS Step 2 :	 Variable 14 	added
LARS Step 3 :	 Variable 3 	added
LARS Step 4 :	 Variable 23 	added
LARS Step 5 :	 Variable 15 	added
LARS Step 6 :	 Variable 18 	added
LARS Step 7 :	 Variable 24 	added
LARS Step 8 :	 Variable 8 	added
LARS Step 9 :	 Variable 1 	added
LARS Step 10 :	 Variable 19 	added
LARS Step 11 :	 Variable 22 	added
LARS Step 12 :	 Variable 12 	added
LARS Step 13 :	 Variable 6 	added
LARS Step 14 :	 Variable 25 	added
LARS Step 15 :	 Variable 28 	added
LARS Step 16 :	 Variable 5 	added
Lasso Step 17 :	 Variable 25 	dropped
Lasso Step 18 :	 Variable 6 	dropped
Lasso Step 19 :	 Variable 23 	dropped
LARS Step 20 :	 Variable 6 	added
Computing residuals, RSS etc .....
LASSO sequence
Computing X'X .....
LARS Step 1 :	 Variable 5 	added
LARS Step 2 :	 Variable 8 	added
LARS Step 3 :	 Variable 11 	added
LARS Step 4 :	 Variable 23 	added
LARS Step 5 :	 Variable 29 	added
LARS Step 6 :	 Variable 4 	added
LARS Step 7 :	 Variable 14 	added
LARS Step 8 :	 Variable 26 	added
LARS Step 9 :	 Variable 17 	added
LARS Step 10 :	 Variable 25 	added
LARS Step 11 :	 Variable 6 	added
LARS Step 12 :	 Variable 2 	added
LARS Step 13 :	 Variable 20 	added
Lasso Step 14 :	 Variable 14 	dropped
Lasso Step 15 :	 Variable 4 	dropped
Lasso Step 16 :	 Variable 23 	dropped
LARS Step 17 :	 Variable 22 	added
LARS Step 18 :	 Variable 18 	added
Lasso Step 19 :	 Variable 20 	dropped
LARS Step 20 :	 Variable 19 	added
Computing residuals, RSS etc .....
LASSO sequence
Computing X'X .....
LARS Step 1 :	 Variable 2 	added
LARS Step 2 :	 Variable 20 	added
LARS Step 3 :	 Variable 23 	added
LARS Step 4 :	 Variable 10 	added
LARS Step 5 :	 Variable 26 	added
LARS Step 6 :	 Variable 3 	added
LARS Step 7 :	 Variable 9 	added
LARS Step 8 :	 Variable 19 	added
LARS Step 9 :	 Variable 21 	added
LARS Step 10 :	 Variable 28 	added
Lasso Step 11 :	 Variable 3 	dropped
LARS Step 12 :	 Variable 5 	added
LARS Step 13 :	 Variable 8 	added
LARS Step 14 :	 Variable 14 	added
LARS Step 15 :	 Variable 6 	added
LARS Step 16 :	 Variable 17 	added
LARS Step 17 :	 Variable 7 	added
LARS Step 18 :	 Variable 4 	added
LARS Step 19 :	 Variable 1 	added
Lasso Step 20 :	 Variable 2 	dropped
Computing residuals, RSS etc .....
LASSO sequence
Computing X'X .....
LARS Step 1 :	 Variable 29 	added
LARS Step 2 :	 Variable 24 	added
LARS Step 3 :	 Variable 20 	added
LARS Step 4 :	 Variable 14 	added
LARS Step 5 :	 Variable 7 	added
LARS Step 6 :	 Variable 16 	added
LARS Step 7 :	 Variable 21 	added
LARS Step 8 :	 Variable 11 	added
LARS Step 9 :	 Variable 22 	added
LARS Step 10 :	 Variable 2 	added
Lasso Step 11 :	 Variable 7 	dropped
LARS Step 12 :	 Variable 5 	added
LARS Step 13 :	 Variable 13 	added
Lasso Step 14 :	 Variable 29 	dropped
LARS Step 15 :	 Variable 9 	added
LARS Step 16 :	 Variable 29 	added
LARS Step 17 :	 Variable 19 	added
LARS Step 18 :	 Variable 7 	added
Lasso Step 19 :	 Variable 29 	dropped
LARS Step 20 :	 Variable 4 	added
Computing residuals, RSS etc .....
LASSO sequence
Computing X'X .....
LARS Step 1 :	 Variable 10 	added
LARS Step 2 :	 Variable 21 	added
LARS Step 3 :	 Variable 25 	added
LARS Step 4 :	 Variable 14 	added
LARS Step 5 :	 Variable 15 	added
LARS Step 6 :	 Variable 2 	added
LARS Step 7 :	 Variable 27 	added
LARS Step 8 :	 Variable 13 	added
LARS Step 9 :	 Variable 5 	added
LARS Step 10 :	 Variable 9 	added
LARS Step 11 :	 Variable 8 	added
Lasso Step 12 :	 Variable 5 	dropped
LARS Step 13 :	 Variable 6 	added
LARS Step 14 :	 Variable 11 	added
LARS Step 15 :	 Variable 29 	added
LARS Step 16 :	 Variable 1 	added
Lasso Step 17 :	 Variable 2 	dropped
LARS Step 18 :	 Variable 20 	added
Lasso Step 19 :	 Variable 6 	dropped
LARS Step 20 :	 Variable 5 	added
Computing residuals, RSS etc .....
LASSO sequence
Computing X'X .....
LARS Step 1 :	 Variable 9 	added
LARS Step 2 :	 Variable 5 	added
LARS Step 3 :	 Variable 22 	added
LARS Step 4 :	 Variable 10 	added
LARS Step 5 :	 Variable 1 	added
LARS Step 6 :	 Variable 29 	added
LARS Step 7 :	 Variable 14 	added
LARS Step 8 :	 Variable 27 	added
LARS Step 9 :	 Variable 15 	added
Lasso Step 10 :	 Variable 29 	dropped
LARS Step 11 :	 Variable 17 	added
LARS Step 12 :	 Variable 6 	added
LARS Step 13 :	 Variable 19 	added
LARS Step 14 :	 Variable 29 	added
LARS Step 15 :	 Variable 21 	added
LARS Step 16 :	 Variable 26 	added
LARS Step 17 :	 Variable 24 	added
LARS Step 18 :	 Variable 8 	added
Lasso Step 19 :	 Variable 24 	dropped
LARS Step 20 :	 Variable 16 	added
Computing residuals, RSS etc .....
LASSO sequence
Computing X'X .....
LARS Step 1 :	 Variable 11 	added
LARS Step 2 :	 Variable 22 	added
LARS Step 3 :	 Variable 14 	added
LARS Step 4 :	 Variable 10 	added
LARS Step 5 :	 Variable 13 	added
LARS Step 6 :	 Variable 7 	added
LARS Step 7 :	 Variable 15 	added
LARS Step 8 :	 Variable 16 	added
LARS Step 9 :	 Variable 27 	added
LARS Step 10 :	 Variable 2 	added
LARS Step 11 :	 Variable 23 	added
LARS Step 12 :	 Variable 17 	added
LARS Step 13 :	 Variable 20 	added
LARS Step 14 :	 Variable 1 	added
LARS Step 15 :	 Variable 6 	added
Lasso Step 16 :	 Variable 20 	dropped
LARS Step 17 :	 Variable 21 	added
LARS Step 18 :	 Variable 19 	added
LARS Step 19 :	 Variable 4 	added
LARS Step 20 :	 Variable 8 	added
Lasso Step 21 :	 Variable 14 	dropped
Computing residuals, RSS etc .....
LASSO sequence
Computing X'X .....
LARS Step 1 :	 Variable 11 	added
LARS Step 2 :	 Variable 23 	added
LARS Step 3 :	 Variable 10 	added
LARS Step 4 :	 Variable 26 	added
LARS Step 5 :	 Variable 7 	added
LARS Step 6 :	 Variable 22 	added
LARS Step 7 :	 Variable 28 	added
LARS Step 8 :	 Variable 6 	added
LARS Step 9 :	 Variable 15 	added
LARS Step 10 :	 Variable 18 	added
LARS Step 11 :	 Variable 27 	added
LARS Step 12 :	 Variable 12 	added
Lasso Step 13 :	 Variable 26 	dropped
Lasso Step 14 :	 Variable 18 	dropped
LARS Step 15 :	 Variable 16 	added
LARS Step 16 :	 Variable 19 	added
LARS Step 17 :	 Variable 26 	added
LARS Step 18 :	 Variable 2 	added
Lasso Step 19 :	 Variable 19 	dropped
LARS Step 20 :	 Variable 8 	added
Computing residuals, RSS etc .....
*** End family EW 
Warning messages:
1: In calcLarsNEW(X, XNorm, Dmax, pen, family, min.ev, max.iter, eps,  :
  Some values of penalty are greater than 1e+08: the criterion have been set to Inf at least once during the process (family LA).
2: In calcLarsNEW(X, XNorm, Dmax, pen, family, min.ev, max.iter, eps,  :
  Some values of penalty are greater than 1e+08: the criterion have been set to Inf at least once during the process (family C01).
3: In calcLarsNEW(X, XNorm, Dmax, pen, family, min.ev, max.iter, eps,  :
  Some values of penalty are greater than 1e+08: the criterion have been set to Inf at least once during the process (family EW).
> 
> #  print("Neighb")
> #  print(GraphEst$LA$Neighb)
>   print("crit.min");  print(GraphEst$LA$crit.min)
[1] "crit.min"
    K= 2 
456.7413 
>   print("crit.min");  print(GraphEst$EW$crit.min)
[1] "crit.min"
    K= 2 
456.7413 
>   print("crit.min");  print(GraphEst$C01$crit.min)
[1] "crit.min"
    K= 2 
456.7413 
>   print("crit.min");  print(GraphEst$C01.LA$crit.min)
[1] "crit.min"
    K= 2 
456.7413 
>   print("crit.min");  print(GraphEst$C01.LA.EW$crit.min)
[1] "crit.min"
    K= 2 
456.7413 
> 
> proc.time()
   user  system elapsed 
   3.51    0.15    3.64