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.

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Description file content

Package
LinRegInteractive
Type
Package
Title
Interactive Interpretation of Linear Regression Models
Version
0.3-2
Date
2020-01-13
Author
Martin Meermeyer
Maintainer
Martin Meermeyer
Description
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.
License
GPL-2
Depends
R (>= 3.0.0), rpanel (>= 1.1-4), xtable
Suggests
AER, gam, mgcv, nlme
NeedsCompilation
no
Packaged
2020-01-13 20:15:45 UTC; Martin
Repository
CRAN
Date/Publication
2020-01-13 20:40:02 UTC

install.packages('LinRegInteractive')

0.3-2

11 days ago

Martin Meermeyer

GPL-2

Depends on

R (>= 3.0.0), rpanel (>= 1.1-4), xtable

Suggests

AER, gam, mgcv, nlme

Discussions