Estimates and Tests

Before modifying the data

After modifying the data

Model

AQEF

VGLM

AQEF

VGLM

−0.2910

−0.9517

−0.2917

−1.0348

−0.0023

−0.0006

−0.0026

−0.0002

−0.5336

−2.8037

−0.4942

−0.6708

0.0009

0.0093

0.0009

0.0062

−0.0139

−0.7867

−0.0724

−0.6435

0.0015

0.0048

0.0010

0.0032

−0.1245

0.9098

−0.1340

0.6782

−0.0014

−0.0016

−0.0003

−0.0013

−0.1180

−0.1369

−0.1269

0.0400

−0.0007

0.0016

−0.0006

0.0008

0.0443

2.2313

0.0184

1.5890

0.0006

−0.0072

0.0007

−0.0048

0.0438

None

0.0243

None

0.0053

None

0.0044

None

Scaled Deviance

248.8728

119.2507

272.9934

134.7810

Log-likelihood

−762.1282

−738.9422

−767.4405

−717.1155

LRT:

34.6890

53.2214

31.8918

112.5485

LRT:

2.7690

47.3497

0.4542

143.5384

LRT:

6.4283

57.8120

76.6875

136.8635

LRT:

23.9190

None

3.8179

None

1.0600

1.2202

1.0235

0.9937

0.9802

2.4209

0.9336

1.8922

1.1670

1.2720

1.0416

0.9494

1.1933

1.8250

1.1978

1.0703

1.1767

1.6050

1.1295

1.0700

0.9434

1.7933

0.8912

0.9673

1.8424

3.3679

1.6760

2.0798