R Under development (unstable) (2025-06-30 r88369 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 -0.08089205 -0.01691515
2        I2 -0.01691515  0.02460913
3        I3  0.02460913  0.06535997
4        I4  0.06535997  0.09179340
5        I5  0.09179340  0.13970817
6        I6  0.13970817  0.18599679
7        I7  0.18599679  0.25184479
8        I8  0.25184479  0.30905444
9        I9  0.30905444  0.36408045
10      I10  0.36408045  0.48289248
11      I11  0.48289248  0.60211816
12      I12  0.60211816  0.69304016
13      I13  0.69304016  0.76331756
14      I14  0.76331756  0.86109726
15      I15  0.86109726  1.07829598

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
x1=0    0.4466667 0.1333333 0.18 0.10 0.14 0.00 0.00 0.00 0.00 0.00   0   0   0
x1=0.5  0.0000000 0.0000000 0.00 0.04 0.06 0.18 0.28 0.28 0.16 0.00   0   0   0
x1=-0.5 0.0000000 0.0000000 0.00 0.00 0.00 0.08 0.36 0.18 0.36 0.02   0   0   0
        I14 I15
x1=0      0   0
x1=0.5    0   0
x1=-0.5   0   0
Intervalls for the variable x2 
   Interval  lowerBound  upperBound
1        I1 -2.66788642 -1.19050740
2        I2 -1.19050740 -0.91399771
3        I3 -0.91399771 -0.71837425
4        I4 -0.71837425 -0.57213791
5        I5 -0.57213791 -0.38322156
6        I6 -0.38322156 -0.26590539
7        I7 -0.26590539 -0.05565906
8        I8 -0.05565906  0.25451681
9        I9  0.25451681  0.49774115
10      I10  0.49774115  0.74388581
11      I11  0.74388581  2.26605709

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 0.11 0.11 0.11  0 0.11 0.06 0.11 0.3 0.03 0.06 1.110223e-16
Intervalls for the variable x2 
   Interval lowerBound upperBound
1        I1 -2.3595843 -1.5317284
2        I2 -1.5317284 -1.0365403
3        I3 -1.0365403 -0.6709091
4        I4 -0.6709091 -0.3602037
5        I5 -0.3602037 -0.1252910
6        I6 -0.1252910  0.1206115
7        I7  0.1206115  0.4374447
8        I8  0.4374447  0.6113415
9        I9  0.6113415  0.8212196
10      I10  0.8212196  1.1284005
11      I11  1.1284005  2.3017411

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  0  0  0  0 0.33 0.22 0.08 0.14   0 0.23
[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)       0.3000    0.156
 q(x2,x1)       0.2085    0.886
 max.dependence 0.3000    0.288

                      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 
   6.85    0.89    7.73