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boxcoxmix (version 0.28)

Box-Cox-Type Transformations for Linear and Logistic Models with Random Effects

Description

Box-Cox-type transformations for linear and logistic models with random effects using non-parametric profile maximum likelihood estimation. The main functions are optim.boxcox() for linear models with random effects and boxcoxtype() for logistic models with random effects.

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Version

Install

install.packages('boxcoxmix')

Monthly Downloads

223

Version

0.28

License

GPL (>= 3)

Maintainer

Amani Almohaimeed

Last Published

September 17th, 2020

Functions in boxcoxmix (0.28)

np.boxcoxmix

Response Transformations for Random Effect and Variance Component Models
print.boxcoxmix

Summary of boxcoxmix functions
plot

Plot diagnostics for boxcoxmix functions
np.estep

Internal boxcoxmix functions
boxcoxtype

Box-Cox-type link function for logistic mixed-effects Models
tolfind.boxcox

Grid search over tol for NPPML estimation of random effect and variance component models
optim.boxcox

Response Transformations for Random Effect and Variance Component Models
Kfind.boxcox

Grid search over K for NPML estimation of random effect and variance component models
boxcoxmix-package

Box-Cox-Type Transformations for Linear and Logistic Models with Random Effects