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