LinRegInteractive: Interactive Interpretation of Linear Regression Models

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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.

Author
Martin Meermeyer
Date of publication
2015-04-23 11:36:42
Maintainer
Martin Meermeyer <m.meermeyer@gmail.com>
License
GPL-2
Version
0.3-1

View on CRAN

Man pages

creditdata
Credit Default Data
factorCombinations
Combine Levels of Different Factors to Groups
fxInteractive
Interactive Interpretation of Linear Regression Models
fxInteractive.glm
Interactive Interpretation of Generalized Linear Models
fxInteractive.lm
Interactive Interpretation of Multiple Linear Regression...
fxInteractive.lme
Interactive Interpretation of Linear Mixed-Effects Models
LinRegInteractive-package
Interactive Interpretation of Linear Regression Models
munichrent03
Data for the Rent Index 2003 in Munich, Germany
wrapRpSlider
Wrapper Function for rp.slider

Files in this package

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