Automated Hierarchical Multiple Regression with Assumptions Checking

A set of functions that automates the process and produces reasonable output for hierarchical multiple regression models. It allows you to specify predictor blocks, from which it generates all of the linear models, and checks the assumptions of the model, producing the requisite plots and statistics to allow you to judge the suitability of the model.


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install.packages("AutoModel")

0.4.9 by Alex Lishinski, 2 years ago


https://github.com/alishinski/AutoModel


Browse source code at https://github.com/cran/AutoModel


Authors: Alex Lishinski


Documentation:   PDF Manual  


GPL-3 license


Imports lmtest, car, MASS, broom, rowr, ROCR, dplyr, BaylorEdPsych, aod, gtools

Suggests knitr, xtable, testthat


See at CRAN