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