Skip to main content

Table 3 Results for the simulation 2(b): outcome variables were measured on two time-points for 40% trials and on three time-points for 60% trials

From: Efficient two-step multivariate random effects meta-analysis of individual participant data for longitudinal clinical trials using mixed effects models

 

N = 5

N = 10

N = 15

τ2 = 0.10

τ2 = 0.20

τ2 = 0.10

τ2 = 0.20

τ2 = 0.10

τ2 = 0.20

μ2 = 0.14

 Mean

0.140

0.142

0.144

0.136

0.136

0.139

 SE

1.026

1.026

0.693

0.702

0.483

0.559

 \( \widehat{\mathrm{SE}} \)

0.989

1.004

0.681

0.690

0.475

0.561

 Coverage Rate

0.947

0.950

0.948

0.946

0.948

0.953

 Power

0.057

0.052

0.058

0.058

0.061

0.053

μ4 = 0.83

 Mean

0.825

0.822

0.823

0.828

0.873

0.836

 SE

0.546

0.584

0.377

0.404

0.283

0.329

 \( \widehat{\mathrm{SE}} \)

0.537

0.574

0.376

0.402

0.257

0.328

 Coverage Rate

0.948

0.950

0.950

0.947

0.907

0.947

 Power

0.347

0.316

0.591

0.548

0.892

0.717

μ5 = −0.46

 Mean

−0.459

−0.459

−0.460

−0.459

−0.460

−0.461

 SE

0.147

0.204

0.103

0.143

0.073

0.118

 \( \widehat{\mathrm{SE}} \)

0.143

0.200

0.102

0.143

0.073

0.117

 Coverage Rate

0.931

0.932

0.944

0.944

0.944

0.945

 Power

0.874

0.625

0.994

0.890

1.000

0.974

μ7 = 0.14

 Mean

0.145

0.145

0.136

0.135

0.138

0.141

 SE

0.295

0.359

0.207

0.245

0.147

0.202

 \( \widehat{\mathrm{SE}} \)

0.291

0.346

0.206

0.245

0.145

0.201

 Coverage Rate

0.943

0.936

0.947

0.950

0.946

0.949

 Power

0.088

0.083

0.105

0.082

0.167

0.110

μ9 = 0.05

 Mean

0.051

0.052

0.051

0.055

0.049

0.050

 SE

0.185

0.263

0.133

0.184

0.093

0.151

 \( \widehat{\mathrm{SE}} \)

0.178

0.252

0.128

0.181

0.091

0.149

 Coverage Rate

0.925

0.927

0.935

0.940

0.941

0.943

 Power

0.086

0.080

0.084

0.070

0.089

0.070

μ10 = −0.06

 Mean

−0.062

− 0.063

− 0.060

− 0.060

− 0.060

− 0.059

 SE

0.150

0.205

0.106

0.146

0.075

0.118

 \( \widehat{\mathrm{SE}} \)

0.147

0.203

0.105

0.145

0.074

0.118

 Coverage Rate

0.934

0.937

0.942

0.943

0.947

0.948

 Power

0.084

0.074

0.096

0.079

0.130

0.083