Contagious bovine pleuropneumonia
Extended Convergence Checking
Deviance Function in Terms of Standard Deviations/Correlations
Extract the deviance component list
add information to data based on a fitted model
Extract or Get Generalized Components from a Fitted Mixed Effects Model
Extract fixed-effects estimates
Determine random-effects expressions from a formula
Assessing Convergence for Fitted Models
Compute Confidence Intervals for Parameters of a [ng]lmer Fit
Check characteristics of models
Class "glmFamily"
- a reference class for family
Generator object for the glmFamily
class
Expand terms with '||'
notation into separate '|'
terms
Attempt to convert grouping variables to factors
Diagonal elements of the hat matrix
Data on red grouse ticks from Elston et al. 2001
Model-based (Semi-)Parametric Bootstrap for Mixed Models
Sparse Gaussian / Gauss-Hermite Quadrature grid
Breakage Angle of Chocolate Cakes
Handle for glmerLaplace
Class "golden"
and Generator for Golden Search Optimizer Class
Is f1 nested within f2?
Reference Classes for Response Modules, "(lm|glm|nls|lmer)Resp"
Influence Diagnostics for Mixed-Effects Models
Generator objects for the response classes
Class "merMod" of Fitted Mixed-Effect Models
Fitting Generalized Linear Mixed-Effects Models
Refit a fitted model with all available optimizers
Dummy variables (experimental)
Verbal Aggression item responses
Drop all possible single fixed-effect terms from a mixed effect model
Fit Linear Mixed-Effects Models
Control of Mixed Model Fitting
Make templates suitable for guiding mixed model simulations
Fitting Negative Binomial GLMMs
Make Random Effect Terms: Create Z, Lambda, Lind, etc.
Make Variance and Correlation Matrices from theta
Class "merPredD"
- a Dense Predictor Reference Class
Refit a Model by Maximum Likelihood Criterion
residuals of merMod objects
PCA of random-effects covariance matrix
Create an lmerResp, glmResp or nlsResp instance
Diagnostic Plots for 'merMod' Fits
Class "rePos"
Fit List of lm or glm Objects with a Common Model
Test Fitted Model for (Near) Singularity
Class "lmList4" of 'lm' Objects on Common Model
Getting p-values for fitted models
Extract the modes of the random effects
Linear, generalized linear, and nonlinear mixed models
Print and Summary Method Utilities for Mixed Effects
Convert between representations of (co-)variance structures
Generator object for the rePos (random-effects positions) class
Mixed-Effects Profile Plots (Regular / Density / Pairs)
Refit a (merMod) Model with a Different Response
Create a 'merMod' Object
Detect testing level for lme4 examples and tests
Generator object for the merPredD
class
Wrappers for additional optimizers
Simulate Responses From merMod
Object
Omit terms separated by vertical bars in a formula
Reaction times in a sleep deprivation study
Manipulate a Nonlinear Model Formula
"Sub[stitute] Bars"
Predictions from a model at new data values
Fitting Nonlinear Mixed-Effects Models
Troubleshooting
Profile method for merMod objects
Extract Residual Standard Deviation 'Sigma'
A simulate
Method for formula
objects that dispatches based on the Left-Hand Side
Number of Levels of a Factor or a "merMod" Model
Modular Functions for Mixed Model Fits
Arabidopsis clipping/fertilization data
Univariate Gauss-Hermite quadrature rule
Variation in penicillin testing
University Lecture/Instructor Evaluations by Students at ETH
Class "NelderMead"
of Nelder-Mead optimizers and its Generator
Yield of dyestuff by batch
Nelder-Mead Optimization of Parameters, Possibly (Box) Constrained
Paste strength by batch and cask
Extract Variance and Correlation Components