R Under development (unstable) (2025-09-30 r88885 ucrt) -- "Unsuffered Consequences"
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> library(testthat)
> library(qad)
> 
> test_check("qad")
Intervalls for the variable x2 
  Interval lowerBound upperBound
1       I1          1          4
2       I2          4         16
3       I3         16         36
4       I4         36         64

Probability that X2 given X1=x1 lies in the interval I_i :
     I1 I2 I3 I4
x1=1  1  0  0  0
x1=3  0  1  0  0
x1=5  0  0  1  0
x1=7  0  0  0  1
Intervalls for the variable x2 
   Interval  lowerBound  upperBound
1        I1 -0.09489813 -0.03137288
2        I2 -0.03137288  0.03041850
3        I3  0.03041850  0.07083456
4        I4  0.07083456  0.10671166
5        I5  0.10671166  0.13199020
6        I6  0.13199020  0.18146397
7        I7  0.18146397  0.26721141
8        I8  0.26721141  0.30018313
9        I9  0.30018313  0.38588600
10      I10  0.38588600  0.45187957
11      I11  0.45187957  0.51512804
12      I12  0.51512804  0.60970017
13      I13  0.60970017  0.70467488
14      I14  0.70467488  0.85464412
15      I15  0.85464412  1.05977327

Probability that X2 given X1=x1 lies in the interval I_i :
          I1   I2   I3   I4   I5   I6   I7   I8   I9  I10 I11 I12 I13 I14 I15
x1=0    0.64 0.18 0.06 0.12 0.00 0.00 0.00 0.00 0.00 0.00   0   0   0   0   0
x1=0.5  0.00 0.00 0.00 0.00 0.00 0.06 0.26 0.38 0.30 0.00   0   0   0   0   0
x1=-0.5 0.00 0.00 0.06 0.06 0.04 0.16 0.42 0.18 0.02 0.06   0   0   0   0   0
Intervalls for the variable x2 
   Interval lowerBound upperBound
1        I1 -3.1321127 -1.3089534
2        I2 -1.3089534 -0.8174546
3        I3 -0.8174546 -0.4056677
4        I4 -0.4056677 -0.2018835
5        I5 -0.2018835  0.1152455
6        I6  0.1152455  0.3500708
7        I7  0.3500708  0.5550828
8        I8  0.5550828  0.7390417
9        I9  0.7390417  0.9910078
10      I10  0.9910078  1.4860655
11      I11  1.4860655  2.5964310

Probability that X2 given X1=x1 lies in the interval I_i :
       I1   I2 I3   I4   I5   I6 I7   I8   I9  I10  I11
x1=0 0.22 0.11  0 0.07 0.11 0.11  0 0.11 0.11 0.05 0.11
Intervalls for the variable x2 
   Interval  lowerBound  upperBound
1        I1 -2.01864452 -1.13299414
2        I2 -1.13299414 -0.79449472
3        I3 -0.79449472 -0.49424960
4        I4 -0.49424960 -0.27520549
5        I5 -0.27520549 -0.07708253
6        I6 -0.07708253  0.10636235
7        I7  0.10636235  0.20716355
8        I8  0.20716355  0.43128320
9        I9  0.43128320  0.76920224
10      I10  0.76920224  1.19695153
11      I11  1.19695153  2.27033856

Probability that X2 given X1=x1 lies in the interval I_i :
       I1 I2   I3   I4 I5   I6 I7   I8   I9 I10 I11
x1=0 0.26  0 0.22 0.19  0 0.11  0 0.11 0.11   0   0
[1] "computation process..."
[1] "computation process: 2 / 3"
[1] "computation process: 3 / 3"
p.values are adjusted by using the method fdr

quantification of asymmetric dependencies: 


Sample Size: 100
Number of unique ranks: x1: 100
                        x2: 100
                   (x1,x2): 100
Resolution: 10 x 10

Dependence measures:
                     q p.values
 q(x1,x2)       0.1755    0.989
 q(x2,x1)       0.2670    0.431
 max.dependence 0.2670    0.629

                       a p.values
 asymmetry       -0.0915       NA
[ FAIL 0 | WARN 26 | SKIP 0 | PASS 81 ]

[ FAIL 0 | WARN 26 | SKIP 0 | PASS 81 ]
> 
> proc.time()
   user  system elapsed 
   8.95    0.82    9.73