Variable selection in linear mixed effects models

Keyphrases

• Random Effects 100%
• Linear Mixed Model 100%
• Fixed Effects 50%
• Unknown Covariance Matrix 33%
• Penalized Profile Likelihood 33%
• Selection Strategy 16%
• Monte Carlo Simulation Study 16%
• Finite Sample Performance 16%
• Model Selection Consistency 16%
• Profile Likelihood 16%
• Nonconcave 16%
• True Random number 16%
• Group Variable Selection 16%
• Real-data Example 16%

Mathematics

• Random Effect 100%
• Matrix (Mathematics) 66%
• Covariance Matrix 33%
• Likelihood 33%
• Simulation Study 16%
• Asymptotics 16%
• Model Selection 16%
• Real Data 16%
• Monte Carlo Method 16%
• Probability 16%