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