dbglm: Generalised Linear Models by Subsampling and One-Step Polishing

Fast fitting of generalised linear models on moderately large datasets, by taking an initial sample, fitting in memory, then evaluating the score function for the full data in the database. Thomas Lumley <doi:10.1080/10618600.2019.1610312>.

Getting started

Package details

AuthorThomas Lumley [aut, cph], Shangqing Cao [ctb, cre]
MaintainerShangqing Cao <caoalbert@g.ucla.edu>
LicenseMIT + file LICENSE
Version1.0.0
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("dbglm")

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dbglm documentation built on June 23, 2021, 9:07 a.m.