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.

Version: 0.3-1
Depends: R (≥ 3.0.0), rpanel (≥ 1.1-3), xtable
Suggests: AER, gam, mgcv, nlme
Published: 2015-04-23
Author: Martin Meermeyer
Maintainer: Martin Meermeyer <m.meermeyer at gmail.com>
License: GPL-2
NeedsCompilation: no
Citation: LinRegInteractive citation info
In views: Econometrics
CRAN checks: LinRegInteractive results

Downloads:

Reference manual: LinRegInteractive.pdf
Vignettes: Interactive Interpretation of Regression Models
Package source: LinRegInteractive_0.3-1.tar.gz
Windows binaries: r-devel: LinRegInteractive_0.3-1.zip, r-release: LinRegInteractive_0.3-1.zip, r-oldrel: LinRegInteractive_0.3-1.zip
OS X El Capitan binaries: r-release: LinRegInteractive_0.3-1.tgz
OS X Mavericks binaries: r-oldrel: LinRegInteractive_0.3-1.tgz
Old sources: LinRegInteractive archive

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