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Table 2 Power of the TWIST compared to the TLRT when α and γ are additive

From: Assessing the effect of genetic markers on drug immunogenicity from a mechanistic model-based approach

 

Underdispersion

Equidispersion

Overdispersion

 

1=−0.35andγ2=0)

1=0andγ2=0)

1=0.10andγ2=0)

eβ

TWIST

TLRT

TWIST

TLRT

TWIST

TLRT

(a) α has an additive effect and eα>1

2

0.95

0.56

0.42

0.08

0.49

0.42

1

0.93

0.36

0.29

0.02

0.37

0.28

0.50

0.95

0.47

0.32

0.03

0.42

0.32

(b) α has no effect, eα=1

2

0.50

0.44

0.09

0.10

0.59

0.60

1

0.36

0.25

0.04

0.02

0.50

0.48

0.50

0.45

0.34

0.04

0.04

0.53

0.53

(c) α has an additive effect and eα<1

2

0.22

0.32

0.41

0.12

0.95

0.77

1

0.11

0.14

0.30

0.04

0.91

0.65

0.50

0.14

0.18

0.35

0.05

0.96

0.74

  1. (b) The underlined values show the estimated level of the type I error.
  2. (c) The tail defects for the [AA], [Aa] and [aa] groups are respectively : 0.50, 0.55 and 0.59 for γ1= -0.35, and 0.50, 0.44 and 0.37 for γ1= 0.10. The proportion of pre-immune subjects is 10% and the MAF is 20%.