Conditional Akaike Information Criterion for 'lme4' and 'nlme'
Analysis of Overdispersed Data
Censored Mixed-Effects Models with Different Correlation Structures
Data Files and Functions Accompanying the Book "Bayesian Data Analysis...
Bootstrap p-Values
MCMC, Particle Filtering, and Programmable Hierarchical Modeling
Stepwise Elimination and Term Reordering for Mixed-Effects Regression
Spatio-Temporal Generalised Linear Mixed Models for Areal Unit Data
Constrained Inference for Linear Mixed Effects Models
Doubly Robust Inverse Probability Weighted Augmented GEE Estimator
Double Hierarchical Generalized Linear Models
Panels and Interactive Versions of Diagnostic Plots using 'ggplot2'
'R' Bindings for 'TMB'
Effect Displays for Linear, Generalized Linear, and Other Models
GEE Solver for Correlated Nominal or Ordinal Multinomial Responses
Combining Tree-Boosting with Gaussian Process and Mixed Effects Models
Easy Analysis and Visualization of Factorial Experiments
Data sets from "SAS System for Mixed Models"
Generalized Additive Models for Location Scale and Shape
Generalized Additive Mixed Models using 'mgcv' and 'lme4'
Solve Generalized Estimating Equations
Modified Variance Estimators for Generalized Estimating Equations
Support Functions and Datasets for Venables and Ripley's MASS
Generalized Linear Mixed Models via Monte Carlo Likelihood Approximati...
Generalized Linear Mixed Models using Adaptive Gaussian Quadrature
Generalized Linear Mixed Model Analysis via Expectation Propagation
Generalized Linear Mixed Models with Robust Random Fields for Spatiote...
Variable Selection for Generalized Linear Mixed Models by L1-Penalized...
Generalized Linear Mixed Model (GLMM) for Binary Randomized Response D...
Model Selection and Multimodel Inference Made Easy
Hierarchical Generalized Linear Models
Tools for Detecting Influential Data in Mixed Effects Models
Case Influence in Structural Equation Models
Joint Analysis and Imputation of Incomplete Data
Pedigree Functions
Analyzing Linguistic Data: A Practical Introduction to Statistics
Information Matrices for 'lmeStruct' and 'glsStruct' Objects
Model Selection and Post-Hoc Analysis for (G)LMER Models
Bootstrap Methods for Nested Linear Mixed-Effects Models
Tests in Linear Mixed Effects Models
Add Smoothing Spline Modelling Capability to nlme
Parallel Linear Mixed Model
Sample Size Calculations for Longitudinal Data
Linear Quantile Mixed Models
Moment-Based Estimation for Hierarchical Models
Multinomial Logit Models, with or without Random Effects or Overdisper...
Bayesian Analysis of qRT-PCR Data
Multivariate Double Hierarchical Generalized Linear Models
Case-Wise and Cluster-Wise Derivatives for Mixed Effects Models
Mixed GAM Computation Vehicle with Automatic Smoothness Estimation
Estimation Methods for Stochastic Differential Mixed Effects Models
Mixed Model ANOVA and Statistics for Education
Examples from Multilevel Modelling Software Review
Model Wrappers for Multi-Level Models
Multilevel and Mixed Effects Model Diagnostics and Effect Sizes
Multivariate Variance Components Tests for Multilevel Data
Multivariate Generalized Linear Mixed Models for Ranking Sports Teams
Datasets and Utility Functions Enhancing Functionality of 'nlme' Packa...
Nonlinear Mixed Effects Models in Population PK/PD, Data
Generalized Laplace Mixed-Effects Models
Power Analysis for Generalised Linear Mixed Models by Simulation
Multiple Imputation for Multivariate Panel or Clustered Data
Ordered Beta Regression Models with 'brms'
Partitioning R2 in GLMMs
Power and Sample Size for Linear Mixed Effect Models
Pedigree-Based Mixed-Effects Models
Phylogenetics for the Environmental Sciences
Power and Sample Size Calculation for Bulk Tissue and Single-Cell eQTL...
Recursive Partitioning for Structural Equation Models
Solving Mixed Model Equations in R
R Interface to Stan
Stochastic Approximation Expectation Maximization (SAEM) Algorithm
Bayesian Applied Regression Modeling via Stan
Bayesian Graphical Models using MCMC
Robust Linear Mixed Effects Models
Ridge Regression and Other Kernels for Genomic Selection
Testing and Plotting Procedures for Biostatistics
Weighted Mixed-Effects Models Using Multilevel Pseudo Maximum Likeliho...
Estimate Structured Additive Regression Models with 'BayesX'
MCMC Sampling from 'TMB' Model Object using 'Stan'
Tools for Mapping of Quantitative Traits of Genetically Related Indivi...
Bayesian Inference for Beta Regression and Zero-or-One Inflated Beta R...
Variational Inference for Hierarchical Generalized Linear Models
Regression Estimation and Presentation
Structural Equation Models
Exact (Restricted) Likelihood Ratio Tests for Mixed and Additive Model...
An R Package for Facilitating Large-Scale Latent Variable Analyses in ...
Spatial Methods and Indices
Gaussian Linear Models with Linear Covariance Structure
Running OpenBUGS from R
Estimate Quantitative Genetics Parameters from Generalised Linear Mixe...
Repeatability Estimation for Gaussian and Non-Gaussian Data
Linear Mixed Models - An Introduction with Applications in Veterinary ...
Robust Bayesian Linear Mixed-Effects Models using ABC
Computes R Squared for Mixed (Multilevel) Models
Bayesian Latent Gaussian Modelling using INLA and Extensions
Multi-Model Inference
Use 'nlmixr2' to Interact with Open Source and Commercial Software
Marginal Mediation
Diagnostic Tools for Hierarchical (Multilevel) Linear Models
Multilevel Model Intraclass Correlation for Slope Heterogeneity
Compound Poisson Linear Models
Tools for Analyzing Mixed Effect Regression Models
Variance Components Testing for Linear and Nonlinear Mixed Effects Mod...
R2s for Regression Models
Scale Mixture of Skew-Normal Linear Mixed Models
Multi-Level Model Assessment Kit
Linear and Nonlinear Mixed Effects Models
Simultaneous Penalized Linear Mixed Effects Models
Linear Models for Panel Data
Bayesian Regression Models using 'Stan'
Model Based Phylogenetic Analysis
Mixed Effect Model with the Box-Cox Transformation
Cluster-Robust (Sandwich) Variance Estimators with Small-Sample Correc...
Create Tidy Data Frames of Marginal Effects for 'ggplot' from Model Ou...
Perform Pharmacokinetic Non-Compartmental Analysis
Piecewise Structural Equation Modeling
Mixed-Effect Models, with or without Spatial Random Effects
Latent Variable Analysis
Generalized Estimating Equation Package
Nonlinear Mixed Effects Models in Population PK/PD
Generalized Estimation Equation Solver
R Codes and Datasets for Generalized Linear Mixed Models: Modern Conce...
Multilevel/Mixed Model Helper Functions
Generalized Linear Mixed Models using Template Model Builder
MCMC Generalised Linear Mixed Models
Companion to Applied Regression
Dot-and-Whisker Plots of Regression Results
Mixed Models for Repeated Measures
Parametric Bootstrap, Kenward-Roger and Satterthwaite Based Methods fo...
Easily Create and Style Tables for LaTeX, HTML and Other Formats
Non-Normal Repeated Measurements Models
Template Model Builder: A General Random Effect Tool Inspired by 'ADMB...
Estimated Marginal Means, aka Least-Squares Means
Linear Mixed-Effects Models using 'Eigen' and S4
Simple and Scalable Statistical Modelling in R
Predictions, Comparisons, Slopes, Marginal Means, and Hypothesis Tests
Quantile Regression for Linear Mixed-Effects Models
Quantile Regression for Nonlinear Mixed-Effects Models
Bayesian Generalized Linear Regression
Model Based Treatment of Missing Data
Association Between Methylation and a Phenotype of Interest
Bayesian Additive Models for Location, Scale, and Shape (and Beyond)
Set of Tools to Data Analysis using Generalized Linear Models
Simulate from ODE-Based Models
Using R to Run 'JAGS'
Tidying Methods for Mixed Models
Marginal Effects for Model Objects
Generalized Additive Latent and Mixed Models
Regression Models for Ordinal Data
Residual Diagnostics for Hierarchical (Multi-Level / Mixed) Regression...
Tools for Performing Pharmacokinetic-Pharmacodynamic Simulations
Box-Cox-Type Transformations for Linear and Logistic Models with Rando...
Mixed Effects Cox Models
Augments 'ASReml-R' in Fitting Mixed Models and Packages Generally in ...
Analysis of Factorial Experiments
Summary Tables and Plots for Statistical Models and Data: Beautiful, C...
Assessment of Regression Models Performance
Generalized Linear Mixed Model Trees
Processing of Model Parameters
Bayesian Latent Variable Analysis
Generalised Linear Mixed Models in R
Analysis of Overdispersed Data using S3 Methods
Bayesian Linear Mixed-Effects Models
Easy Access to Model Information for Various Model Objects
Multivariate Imputation by Chained Equations
Data Visualization for Statistics in Social Science
Estimation of Spatial Autoregressive Models with and without Heteroske...
Facilities for Simulating from ODE-Based Models