LinRegInteractive: Interactive Interpretation of Linear Regression Models

Interactive visualization of effects, response functions and marginal effects for different kinds of regression models. In this version linear regression models, generalized linear models, generalized additive models and linear mixed-effects models are supported. Major features are the interactive approach and the handling of the effects of categorical covariates: if two or more factors are used as covariates every combination of the levels of each factor is treated separately. The automatic calculation of marginal effects and a number of possibilities to customize the graphical output are useful features as well.

Install the latest version of this package by entering the following in R:
install.packages("LinRegInteractive")
AuthorMartin Meermeyer
Date of publication2015-04-23 11:36:42
MaintainerMartin Meermeyer <m.meermeyer@gmail.com>
LicenseGPL-2
Version0.3-1

View on CRAN

Files

inst
inst/CITATION
inst/doc
inst/doc/LinRegInteractive.R
inst/doc/LinRegInteractive.pdf
inst/doc/LinRegInteractive.Rnw
inst/doc/vignettegraphics.zip
NAMESPACE
demo
demo/00Index
demo/VignetteFigures.R
data
data/creditdata.rda
data/munichrent03.rda
R
R/LinRegInteractive_functions.R
vignettes
vignettes/cd-amount-np-link.pdf
vignettes/cd-amount-link.pdf
vignettes/cd-amount-np-resp.pdf
vignettes/cd-dur-marg.pdf
vignettes/LinRegInteractive.tex
vignettes/cd-amount-resp.pdf
vignettes/cd-amount-mgcv-marg.pdf
vignettes/cd-amount-np-marg.pdf
vignettes/cd-amount-marg.pdf
vignettes/cd-age-marg-2.pdf
vignettes/cd-age-resp-2.pdf
vignettes/fig-001-1.png
vignettes/cd-age-link-2.pdf
vignettes/cd-amount-mgcv-resp.pdf
vignettes/cd-age-link-1.pdf
vignettes/fig-001-2.png
vignettes/cd-dur-resp.pdf
vignettes/fig-002-2.pdf
vignettes/cd-age-resp-1.pdf
vignettes/fig-002-1.png
vignettes/cd-dur-link.pdf
vignettes/LinRegInteractive.Rnw
vignettes/mr-income-resp.pdf
vignettes/vignettegraphics.zip
vignettes/cd-age-marg-1.pdf
vignettes/LinRegInteractive.bib
vignettes/cd-amount-mgcv-link.pdf
MD5
build
build/vignette.rds
DESCRIPTION
man
man/fxInteractive.lme.Rd man/creditdata.Rd man/fxInteractive.lm.Rd man/wrapRpSlider.Rd man/munichrent03.Rd man/factorCombinations.Rd man/fxInteractive.glm.Rd man/LinRegInteractive-package.Rd man/fxInteractive.Rd

Questions? Problems? Suggestions? or email at ian@mutexlabs.com.

Please suggest features or report bugs with the GitHub issue tracker.

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