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