Methods and tools for automation of binary response GLM's. Supports linear models with identity, probit and logit link. The package is written with binomial landuse modelling using large data sets in mind, but the methods and tools stretch out to other research cases. The main function is autoGLM, which wraps around most of the other functions contained in the package. However, some general functions are included as well such as a more elaborated function for package loading, an out of memory version to lapply, memorythreshold garbage collection, sample size reduction routines, variable selection routines, and user friendly methods for logit estimation through GLM and GMM.
Package details 


Author  Bo Pieter Johannes Andree 
Maintainer  <b.p.j.andree@vu.nl> 
License  MIT 
Version  1.0.1 
URL  https://github.com/BPJandree/AutoGLM 
Package repository  View on GitHub 
Installation 
Install the latest version of this package by entering the following in R:

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