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drglm

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The package ‘drglm’ can be used to fit Linear and Generalized Linear Models to large as well as out of the memory data sets using “Divide and Recombine (D&R)” strategy. This is the first package in R that supports fitting Multinomial logistic regression models to large data sets in D&R method.

Installation

You can install the development version of drglm from GitHub with:

# install.packages("devtools")
devtools::install_github("NayemMH/drglm")

Example

For practical examples and coding, users are refereed to check the vignettes of the ‘drglm’ paper for better understandings.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.