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