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