mbarah/stepVIF: Stepwise model selection when Varaible Inflation Factor (VIF) is a metric of interest
The pacakge offers a stepwise (forward direction) model selction for LM, GLM, and GEE models, contorled for output model's Variable Inflation Factor (VIF) under userdefined thresold. The stepwise metric of interest would be AIC, BIC, Deviance, QIC (for GEE models), or AUC (for binary response variables).
Getting started
Browse package contents
Package details |
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| Author | Masoud Barah, Sanjay Mehrotra |
| Maintainer | Masoud Barah <masoud.barah@gmail.com> |
| License | MIT |
| Version | 0.1.0 |
| Package repository | View on GitHub |
| Installation |
Install the latest version of this package by entering the following in R:
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