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