Interactive Interpretation of Linear Regression Models
Combine Levels of Different Factors to Groups
Interactive Interpretation of Generalized Linear Models
Interactive Interpretation of Multiple Linear Regression Models
Interactive Interpretation of Linear Mixed-Effects Models
Interactive Interpretation of Linear Regression Models
Interactive Interpretation of Linear Regression Models
Wrapper Function for rp.slider
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.