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Table 2 Sensitivity and specificity of detecting 1.0 standard deviation max(mean differences) across arms (1:3:3 allocation)

From: Choosing an imbalance metric for covariate-constrained randomization in multiple-arm cluster-randomized trials

Imbalance criterion

Resampled

Hypothetical

max(mean diff) < 1.0

max(mean diff) > 1.0

max(mean diff) < 1.0

max(mean diff) > 1.0

N

%

N

%

N

%

N

%

KW

44,340

54.15

16,168

89.27

43,800

53.80

18,541

99.73

Inadequate (P <0.30)

Adequate (P >0.30)

37,549

45.85

1943

10.73

37,609

46.20

50

0.27

ANOVA

46,555

56.85

15,136

83.57

45,758

56.21

15,356

82.60

Inadequate (P <0.30)

Adequate (P >0.30)

35,334

43.15

2975

16.43

35,651

43.79

3235

17.40

MANOVA

18,933

23.12

11,064

61.09

18,630

22.88

11,194

60.21

Inadequate (P <0.30)

Adequate (P >0.30)

62,956

76.88

7047

38.91

62,779

77.12

7397

39.79

t test

72,112

88.06

18,111

100.00

69,281

85.10

18,591

100.00

Inadequate (P <0.30)

Adequate (P >0.30)

9777

11.94

0

0

12,128

14.90

0

0

WRS

70,287

85.83

17,742

97.96

68,523

84.17

18,591

100.00

Inadequate (P <0.30)

Adequate (P >0.30)

11,602

14.17

369

2.04

12,886

15.83

0

0

  1. Abbreviations: ANOVA analysis of variance, KW Kruskal–Wallis, MANOVA multivariate analysis of variance, WRS Wilcoxon rank-sum