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