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 -0.07745595 -0.02117954
2        I2 -0.02117954  0.01485453
3        I3  0.01485453  0.05420645
4        I4  0.05420645  0.08820515
5        I5  0.08820515  0.12430951
6        I6  0.12430951  0.15227462
7        I7  0.15227462  0.19684845
8        I8  0.19684845  0.25553345
9        I9  0.25553345  0.32840088
10      I10  0.32840088  0.41401449
11      I11  0.41401449  0.51768032
12      I12  0.51768032  0.64439158
13      I13  0.64439158  0.74291067
14      I14  0.74291067  0.85080190
15      I15  0.85080190  1.02126150

Probability that X2 given X1=x1 lies in the interval I_i :
          I1        I2         I3   I4   I5   I6   I7   I8   I9  I10  I11 I12
x1=0    0.48 0.2666667 0.07333333 0.18 0.00 0.00 0.00 0.00 0.00 0.00 0.00   0
x1=0.5  0.00 0.0000000 0.00000000 0.00 0.06 0.16 0.30 0.26 0.16 0.06 0.00   0
x1=-0.5 0.00 0.0000000 0.00000000 0.00 0.00 0.00 0.18 0.12 0.52 0.12 0.06   0
        I13 I14 I15
x1=0      0   0   0
x1=0.5    0   0   0
x1=-0.5   0   0   0
Intervalls for the variable x2 
   Interval lowerBound upperBound
1        I1 -1.8782565 -1.3421403
2        I2 -1.3421403 -1.0031362
3        I3 -1.0031362 -0.6968887
4        I4 -0.6968887 -0.4457422
5        I5 -0.4457422 -0.1405986
6        I6 -0.1405986  0.1362820
7        I7  0.1362820  0.3425826
8        I8  0.3425826  0.5702506
9        I9  0.5702506  1.0318163
10      I10  1.0318163  1.1704150
11      I11  1.1704150  2.6045341

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 0.16  0 0.33 0.04 0.14 1.110223e-16 0.11 0.11  0 0.1 0.01
Intervalls for the variable x2 
   Interval lowerBound upperBound
1        I1 -2.7136662 -1.1621285
2        I2 -1.1621285 -0.7444465
3        I3 -0.7444465 -0.4775467
4        I4 -0.4775467 -0.2749907
5        I5 -0.2749907 -0.1605558
6        I6 -0.1605558  0.1385656
7        I7  0.1385656  0.4018602
8        I8  0.4018602  0.6227904
9        I9  0.6227904  1.2304393
10      I10  1.2304393  1.3148375
11      I11  1.3148375  1.8970703

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 0.18  0  0  0 0.21 0.17 0.11  0  0 0.22 0.11
[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)       0.2205    0.797
 q(x2,x1)       0.1770    0.989
 max.dependence 0.2205    0.930

                      a p.values
 asymmetry       0.0435       NA
[ FAIL 0 | WARN 26 | SKIP 0 | PASS 81 ]

[ FAIL 0 | WARN 26 | SKIP 0 | PASS 81 ]
> 
> proc.time()
   user  system elapsed 
   6.62    0.85    7.46