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