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Table 3 Results from the publicly available dataset. Results from the publicly available dataset: This table shows the results of the relevance-shifted Westfall-Young permutation algorithm using 500,000 permutation runs, the procedure with a data-driven order of relevance-shifted hypotheses and the Bonferroni-Holm correction. Note that the fourth and the sixth column are necessary for the the procedure with a data-driven order of relevance-shifted hypotheses only.

From: Nonparametric relevance-shifted multiple testing procedures for the analysis of high-dimensional multivariate data with small sample sizes

procedure

image id.

ratio

selector statistic

p-value

test decision

ranking

permutation

770394

0.051

-

0.00278

(reject H0)

6

 

814260

0.032

-

0.00278

(reject H0)

75

 

244618

24.918

-

0.00348

(reject H0)

7

 

207274

4259.257

-

0.01983

(reject H0)

2

 

43733

0.040

-

0.04832

(reject H0)

9

selector

207274

4259.257

6.881

0.00003

reject H0

2

 

122159

169.102

6.204

0.02136

reject H0

40

 

296448

1445.051

6.041

0.00145

reject H0

1

 

34849

0.728

5.239

1.00000

accept H0, stop procedure

-

Bonferroni-Holm

770394

0.051

-

0.00403

(reject H0)

6

 

244618

24.918

-

0.00403

(reject H0)

7

 

814260

0.032

-

0.00403

(reject H0)

75