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LinRegInteractive (version 0.3-4)

Interactive Interpretation of Linear Regression Models

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.

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Version

Install

install.packages('LinRegInteractive')

Monthly Downloads

702

Version

0.3-4

License

GPL-2

Maintainer

Martin Meermeyer

Last Published

April 21st, 2025

Functions in LinRegInteractive (0.3-4)

factorCombinations

Combine Levels of Different Factors to Groups
wrapRpSlider

Wrapper Function for rp.slider
fxInteractive.lme

Interactive Interpretation of Linear Mixed-Effects Models
fxInteractive.glm

Interactive Interpretation of Generalized Linear Models
fxInteractive

Interactive Interpretation of Linear Regression Models
fxInteractive.lm

Interactive Interpretation of Multiple Linear Regression Models
munichrent03

Data for the Rent Index 2003 in Munich, Germany
LinRegInteractive-package

Interactive Interpretation of Linear Regression Models
creditdata

Credit Default Data