Extracting Standard Errors of Variance Components from GLMMadaptive: A Comprehensive Guide

Understanding Model Specification in GLMM with R's glmer for Generalized Linear Mixed Models: A Step-by-Step Approach to Capturing Hierarchical Data Structures

Solving Errors with the $ operator in R: A Step-by-Step Guide Using the nonnest Package

Understanding Mixed Models with lme4: The Importance of Starting Values for lmer

Model Comparison and Coefficients Analysis for GLMMs: Which Model Provides the Best Fit?

Calculating and Plotting 95% Confidence Intervals for Predicted Values in Linear Regression Models Using R

Handling Missing Values in Linear Mixed Models with LME4: A Step-by-Step Guide to Mitigating Bias and Improving Accuracy

Assessing Longitudinal Change in Fat Using Linear Mixed Effects Models