Model-based (Semi-)Parametric Bootstrap for Mixed Models
Compute Confidence Intervals for Parameters of a [ng]lmer Fit
Extended Convergence Checking
Assessing Convergence for Fitted Models
Extract the deviance component list
Breakage Angle of Chocolate Cakes
Contagious bovine pleuropneumonia
Verbal Aggression item responses
Refit a fitted model with all available optimizers
Deviance Function in Terms of Standard Deviations/Correlations
Class "glmFamily"
- a reference class for family
add information to data based on a fitted model
Generator object for the glmFamily
class
Expand terms with '||'
notation into separate '|'
terms
Extract or Get Generalized Components from a Fitted Mixed Effects Model
Check characteristics of models
Is f1 nested within f2?
Test Fitted Model for (Near) Singularity
Handle for glmerLaplace
Influence Diagnostics for Mixed-Effects Models
Extract fixed-effects estimates
Determine random-effects expressions from a formula
Dummy variables (experimental)
Diagonal elements of the hat matrix
Attempt to convert grouping variables to factors
Class "golden"
and Generator for Golden Search Optimizer Class
Data on red grouse ticks from Elston et al. 2001
Drop all possible single fixed-effect terms from a mixed effect model
Fitting Generalized Linear Mixed-Effects Models
Fitting Negative Binomial GLMMs
Linear, generalized linear, and nonlinear mixed models
Detect testing level for lme4 examples and tests
Fit List of lm or glm Objects with a Common Model
Control of Mixed Model Fitting
Fit Linear Mixed-Effects Models
Reference Classes for Response Modules, "(lm|glm|nls|lmer)Resp"
Class "merPredD"
- a Dense Predictor Reference Class
Generator objects for the response classes
Class "merMod" of Fitted Mixed-Effect Models
Class "lmList4" of 'lm' Objects on Common Model
Number of Levels of a Factor or a "merMod" Model
Manipulate a Nonlinear Model Formula
Self-naming list function
Generator object for the merPredD
class
Modular Functions for Mixed Model Fits
Make templates suitable for guiding mixed model simulations
Make Variance and Correlation Matrices from theta
Make Random Effect Terms: Create Z, Lambda, Lind, etc.
Create a 'merMod' Object
Create an lmerResp, glmResp or nlsResp instance
Mixed-Effects Profile Plots (Regular / Density / Pairs)
Diagnostic Plots for 'merMod' Fits
Extract the modes of the random effects
Getting p-values for fitted models
PCA of random-effects covariance matrix
Wrappers for additional optimizers
Fitting Nonlinear Mixed-Effects Models
Profile method for merMod objects
Predictions from a model at new data values
Omit terms separated by vertical bars in a formula
Simulate Responses From merMod
Object
Class "rePos"
A simulate
Method for formula
objects that dispatches based on the Left-Hand Side
Refit a (merMod) Model with a Different Response
Refit a Model by Maximum Likelihood Criterion
residuals of merMod objects
Reaction times in a sleep deprivation study
Generator object for the rePos (random-effects positions) class
Extract Residual Standard Deviation 'Sigma'
"Sub[stitute] Bars"
Convert between representations of (co-)variance structures
Print and Summary Method Utilities for Mixed Effects
Troubleshooting
Univariate Gauss-Hermite quadrature rule
University Lecture/Instructor Evaluations by Students at ETH
Sparse Gaussian / Gauss-Hermite Quadrature grid
Arabidopsis clipping/fertilization data
Class "NelderMead"
of Nelder-Mead optimizers and its Generator
Paste strength by batch and cask
Variation in penicillin testing
Extract Variance and Correlation Components
Nelder-Mead Optimization of Parameters, Possibly (Box) Constrained
Yield of dyestuff by batch