Understanding Linear Mixed Models and Cross-Validation: A Practical Guide to Leave-One-Out Cross-Validation in R Using lmer Function from lme4 Package

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

Understanding the Basics of Linear Mixed Models (LMMs) in R: A Comprehensive Guide to Building and Interpreting LMMs

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

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

Alternatives to R's predict() Method for Linear Mixed Models in Julia

Estimating Confidence Intervals for Fixed Effects in Generalized Linear Mixed Models Using bootMer: The Role of Random Effects and Alternative Methods.

Here is a rewritten version of the text in a more readable format:

Understanding the MEEM Error in Linear Mixed-Effect Models in R: A Step-by-Step Guide to Resolving Multicollinearity Issues