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