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