Model-based (Semi-)Parametric Bootstrap for Mixed Models
Dummy variables (experimental)
Compute confidence intervals on the parameters of an lme4 fit
Sparse Gaussian Quadrature grid
Variation in penicillin testing
Extract the deviance component list
Extract or Get Generalized Components from a Fitted Mixed Effects Model
Sparse Gauss-Hermite quadrature grids
Extract fixed-effects estimates
Breakage Angle of Chocolate Cakes
Determine random-effects expressions from a formula
Verbal Aggression item responses
University Lecture/Instructor Evaluations by Students at ETH
Control of Mixed Model Fitting
Drop all possible single fixed-effect terms from a mixed effect model
Extract the modes of the random effects
add information to data based on a fitted model
Paste strength by batch and cask
Getting p-values for fitted models
Expand terms with '||'
notation into separate '|'
terms
Class "lmList" of 'lm' Objects on Common Model
Generator object for the merPredD
class
Generator object for the golden search optimizer class.
Mixed-Effects Profile Plots (Regular / Density / Pairs)
Create an lmerResp, glmResp or nlsResp instance
Transform to the variance scale
Profile method for merMod objects
Class "golden"
Class "NelderMead"
of Nelder-Mead optimizers and its Generator
Make Variance and Correlation Matrices from theta
Yield of dyestuff by batch
Simulate responses from a merMod
object
Nelder-Mead Optimization of Parameters, Possibly (Box) Constrained
Modular functions for mixed model fits
Contagious bovine pleuropneumonia
Create a merMod object
Extract residual standard error
Manipulate a nonlinear model formula.
Data on red grouse ticks from Elston et al. 2001
Omit terms separated by vertical bars in a formula
Fit Generalized Linear Mixed-Effects Models
Generator objects for the response classes
Number of levels
Classes "lmResp"
, "glmResp"
, "nlsResp"
and
"lmerResp"
Fit Nonlinear Mixed-Effects Models
residuals of merMod objects
"Sub[stitute] Bars"
Generator object for the rePos (random-effects positions) class
Refit a model by maximum likelihood criterion
diagnostic plots for merMod fits
Class "merPredD"
- a dense predictor reference class
Class "glmFamily"
- a reference class for family
Linear, generalized linear, and nonlinear mixed models
Class "merMod" of Fitted Mixed-Effect Models
Is f1 nested within f2?
Reaction times in a sleep deprivation study
Create Z, Lambda, Lind, etc.
Refit a model with a new response, by maximum likelihood criterion
Check characteristics of models
Predictions from a model at new data values
Create a deviance evaluation function from a predictor and a response module
Univariate Gauss-Hermite quadrature rule
Generator object for the glmFamily
class
glmer() for Negative Binomial
Fit Linear Mixed-Effects Models
Class "rePos"
List of lm Objects with a Common Model
Extract Variance and Correlation Components