Fits linear regression models on datasets residing in SQL databases without pulling data into R memory. Computes sufficient statistics inside the database engine via a single aggregation query and solves the normal equations in R.
| Version: | 0.1.0 |
| Depends: | R (≥ 4.1.0) |
| Imports: | dplyr, dbplyr, DBI, glue, purrr, S7, MASS, broom, tibble, stats, utils |
| Suggests: | testthat (≥ 3.0.0), duckdb, orbital, withr, knitr, rmarkdown, quarto |
| Published: | 2026-02-04 |
| DOI: | 10.32614/CRAN.package.sqlm |
| Author: | Alejandro Hagan [aut, cre] |
| Maintainer: | Alejandro Hagan <alejandro.hagan at outlook.com> |
| License: | MIT + file LICENSE |
| NeedsCompilation: | no |
| Citation: | sqlm citation info |
| Materials: | README, NEWS |
| CRAN checks: | sqlm results |
| Reference manual: | sqlm.html , sqlm.pdf |
| Package source: | sqlm_0.1.0.tar.gz |
| Windows binaries: | r-devel: sqlm_0.1.0.zip, r-release: sqlm_0.1.0.zip, r-oldrel: sqlm_0.1.0.zip |
| macOS binaries: | r-release (arm64): sqlm_0.1.0.tgz, r-oldrel (arm64): sqlm_0.1.0.tgz, r-release (x86_64): sqlm_0.1.0.tgz, r-oldrel (x86_64): sqlm_0.1.0.tgz |
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