Fast estimation of mixed-effects location-scale regression models

Keyphrases

• Longitudinal Data 100%
• Regression Model 100%
• Location-scale 100%
• Mixed Effects 100%
• Fast Estimation 100%
• Computational Challenges 50%
• Detailed Model 50%
• Existing Techniques 50%
• Fitting Method 50%
• Data Collection Technology 50%
• Intensive Longitudinal Data 50%
• Consistent Estimator 50%
• Numerical Evaluation 50%
• Bootstrap Inference 50%
• Mixed-effects Location Scale Models 50%
• Multidimensional Integrals 50%

Mathematics

• Location-Scale Regression Model 100%
• Variance 50%
• Consistent Estimator 50%
• Scale Model 50%
• Integral 50%