Package: dbreg
Type: Package
Title: Fast Regressions on Database Backends
Version: 0.0.3.99
Date: 2026-03-16
Authors@R: 
  c(
    person(
      given = "Grant",
      family = "McDermott",
      role = c("aut", "cre"),
      email = "contact@grantmcdermott.com",
      comment = c(ORCID = "0000-0001-7883-8573")
    ),
    person(
      given = "James",
      famil = "Brand",
      email = "jamesbrandecon@gmail.com",
      role = c("aut"),
      comment = c(ORCID = "0000-0002-1663-5583")
    ),
    person(
      given = "Apoorva",
      famil = "Lal",
      email = "lal.apoorva@gmail.com",
      role = c("ctb"),
      comment = c(ORCID = "0000-0002-3697-614X")
    ),
    person(
      given = "Laurent",
      famil = "Berge",
      email = "laurent.berge@u-bordeaux.fr",
      role = c("ctb")
    )
  )
Description: Leverages database backends to run regressions on very
        large datasets, which may not fit into R's memory. Various
        acceleration strategies---e.g., Wong et al. (2021)
        <doi:10.48550/arXiv.2102.11297> and Arkhangelsky & Imbens
        (2024) <https://doi.org/10.1093/restud/rdad089>---allow for
        highly efficient computation, while robust standard errors are
        computed from sufficient statistics.
Imports: DBI, duckdb, Formula, generics, glue, MASS, Matrix, stats,
        tinyplot
Suggests: binsreg, here, fixest (>= 0.13.0), knitr, quarto, tinytest
Enhances: dbplyr
Config/Needs/website: etiennebacher/altdoc
Encoding: UTF-8
License: MIT + file LICENSE
URL: https://grantmcdermott.com/dbreg/
BugReports: https://github.com/grantmcdermott/dbreg/issues
VignetteBuilder: quarto
Config/roxygen2/version: 8.0.0
Config/pak/sysreqs: xz-utils
Repository: https://grantmcdermott.r-universe.dev
Date/Publication: 2026-05-21 19:39:46 UTC
RemoteUrl: https://github.com/grantmcdermott/dbreg
RemoteRef: HEAD
RemoteSha: 26ab3226aebb324a9f9d6943fafb6366d21e2042
NeedsCompilation: no
Packaged: 2026-06-20 09:00:38 UTC; root
Author: Grant McDermott [aut, cre] (ORCID:
    <https://orcid.org/0000-0001-7883-8573>),
  James Brand [aut] (ORCID: <https://orcid.org/0000-0002-1663-5583>),
  Apoorva Lal [ctb] (ORCID: <https://orcid.org/0000-0002-3697-614X>),
  Laurent Berge [ctb]
Maintainer: Grant McDermott <contact@grantmcdermott.com>