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