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.
|Date of publication||2015-04-23 11:36:42|
|Maintainer||Martin Meermeyer <email@example.com>|
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