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Table 2 Type-I error rates of regression methods from the balanced design having μ D=0  = 1000

From: Evaluation of logistic regression models and effect of covariates for case–control study in RNA-Seq analysis

Alpha

N D=1

Disp

NB

CL

BL

FL

0.05

10

0.01

0.066

0.023

0.023

0.044

10

1

0.094

0.016

0.017

0.039

25

0.01

0.057

0.044

0.040

0.049

25

1

0.064

0.034

0.032

0.044

75

0.01

0.054

0.050

0.048

0.051

75

1

0.056

0.045

0.043

0.048

500

0.01

0.049

0.049

0.048

0.049

500

1

0.054

0.052

0.052

0.053

0.01

10

0.01

0.018

<0.001

<0.001

0.007

10

1

0.032

<0.001

0.001

0.007

25

0.01

0.014

0.005

0.004

0.011

25

1

0.019

0.002

0.002

0.009

75

0.01

0.012

0.009

0.008

0.010

75

1

0.013

0.007

0.006

0.010

500

0.01

0.011

0.010

0.010

0.011

500

1

0.011

0.010

0.010

0.011