Topic: Testing Fixed and Random Effects

Set Up Null Hypotheses for Fixed Effects

Restricted Likelihood-Ratio Tests for Random Effects

Profile Likelihood for Random-Effect Variances

Profile Likelihood Tests for Fixed-Effect Parameters

Parametric Bootstrap for Fixed-Effect Likelihood-Ratio Tests

Parametric Bootstrap for Random-Effect Likelihood-Ratio Tests

Multiple Variance Components and Chi-Bar-Square Laws

Multiplicity Adjustment for Families of Fixed-Effect Tests

Nested Fixed-Effect Models and Likelihood-Ratio Tests

Nuisance Parameters in Boundary Likelihood-Ratio Tests