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.

AuthorMartin Meermeyer
Date of publication2015-04-23 11:36:42
MaintainerMartin Meermeyer <m.meermeyer@gmail.com>
LicenseGPL-2
Version0.3-1

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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

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