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