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 .


Reference manual

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1.0.0 by Shangqing Cao, 4 months ago

Browse source code at

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