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CRAN: Package dbglm

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>.

Version: 1.0.0 Depends: R (≥ 2.10) Imports: DBI, tidypredict, rlang, methods, tidyverse, dbplyr, vctrs, knitr, dplyr, purrr, tibble, tidyr, stringr Suggests: RSQLite, duckdb, bigrquery, testthat (≥ 3.0.0) Published: 2021-06-23 DOI: 10.32614/CRAN.package.dbglm Author: Thomas Lumley [aut, cph], Shangqing Cao [ctb, cre] Maintainer: Shangqing Cao <caoalbert at g.ucla.edu> License: MIT + file LICENSE NeedsCompilation: no Materials: README CRAN checks: dbglm results Documentation: Downloads: Linking:

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