OLSengine: Transparent and Assisted Linear Modeling Engine
Unified estimation, diagnostics, and reporting for ordinary least squares (OLS) regression, ANOVA/t-tests, logistic regression, panel data (fixed/random effects with Hausman test), instrumental variables (2SLS with weak instrument diagnostics), and difference-in-differences. Designed for applied researchers in social sciences with integrated "Methodological Customs" that audit assumptions and provide literature references. All methods implemented in pure base R without external dependencies beyond stats and graphics packages.
| Version: | 1.1.0 |
| Depends: | R (≥ 3.5.0) |
| Imports: | stats, graphics |
| Suggests: | knitr, rmarkdown |
| Published: | 2026-07-13 |
| DOI: | 10.32614/CRAN.package.OLSengine |
| Author: | Manuel Soto-Pérez 
[aut, cre] |
| Maintainer: | Manuel Soto-Pérez <msoto at up.edu.mx> |
| BugReports: | https://github.com/msoto-perez/OLSengine/issues |
| License: | MIT + file LICENSE |
| URL: | https://github.com/msoto-perez/OLSengine |
| NeedsCompilation: | no |
| Materials: | README, NEWS |
| CRAN checks: | OLSengine results |
Documentation:
| Reference manual: | OLSengine.html , OLSengine.pdf |
| Vignettes: |
OLSengine: Assisted Simplicity Tutorial (source, R code) |
Downloads:
| Package source: | OLSengine_1.1.0.tar.gz |
| Windows binaries: | r-devel: OLSengine_1.1.0.zip, r-release: OLSengine_1.1.0.zip, r-oldrel: OLSengine_1.1.0.zip |
| macOS binaries: | r-release (arm64): OLSengine_1.1.0.tgz, r-oldrel (arm64): OLSengine_1.1.0.tgz, r-release (x86_64): OLSengine_1.1.0.tgz, r-oldrel (x86_64): OLSengine_1.1.0.tgz |
| Old sources: | OLSengine archive |
Linking:
Please use the canonical form https://CRAN.R-project.org/package=OLSengine to link to this page.