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 .


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install.packages("dbglm")

1.0.0 by Shangqing Cao, a month ago


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


Authors: Thomas Lumley [aut, cph] , Shangqing Cao [ctb, cre]


Documentation:   PDF Manual  


MIT + file LICENSE license


Imports DBI, tidypredict, rlang, methods, tidyverse, dbplyr, vctrs, knitr, dplyr, purrr, tibble, tidyr, stringr

Suggests RSQLite, duckdb, bigrquery, testthat


See at CRAN