A simultaneous variable selection methodology for linear mixed models

Keyphrases

• Selection Strategy 100%
• Linear Mixed Model 100%
• Fixed Effects 100%
• Random Effects 100%
• Profile Log-likelihood 100%
• Simulation Study 50%
• Longitudinal Data 50%
• Optimization Algorithm 50%
• Log-likelihood Ratio 50%
• Parameter Estimation 50%
• Two-stage Procedure 50%
• Computational Efficiency 50%
• Real Data Applications 50%
• Newton-Raphson Method 50%
• Clustered Data 50%
• Model Selection Consistency 50%
• Selection Accuracy 50%
• One-stage Procedure 50%
• Sparse Selection 50%
• Adaptive Penalty Function 50%

Mathematics

• Linear Mixed Model 100%
• Profile Log 100%
• Random Effect 100%
• Simulation Study 50%
• Model Selection 50%
• Newton-Raphson 50%
• Log Likelihood 50%
• Log Likelihood Function 50%
• Clustered Data 50%
• Longitudinal Data 50%
• Parameter Estimation 50%
• Real Data 50%