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OLSengine  

Transparent and Assisted Linear Modeling Engine
View on CRAN: Click here


Download and install OLSengine package within the R console
Install from CRAN:
install.packages("OLSengine")

Install from Github:
library("remotes")
install_github("cran/OLSengine")

Install by package version:
library("remotes")
install_version("OLSengine", "1.2.0")



Attach the package and use:
library("OLSengine")
Maintained by
Manuel Soto-Pérez
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2026-05-14
Latest Update: 2026-05-14
Description:
A transparent, modular, and base-R implemented statistical engine for linear regression (OLS), analysis of variance (ANOVA), and logistic regression (Logit). Designed under the principle of "assisted simplicity", it features an integrated methodological "customs" (Aduana) that automatically audits mathematical assumptions (e.g., multicollinearity, heteroskedasticity, normality, and perfect separation) and outputs publication-ready, APA-formatted tables. It deliberately avoids hidden heuristics and external dependencies, ensuring computational transparency and reproducibility for applied research.
How to cite:
Manuel Soto-Pérez (2026). OLSengine: Transparent and Assisted Linear Modeling Engine. R package version 1.2.0, https://cran.r-project.org/web/packages/OLSengine. Accessed 04 Oct. 2026.
Previous versions and publish date:
1.0.0 (2026-05-14 11:10), 1.1.0 (2026-07-14 00:20), 1.1.1 (2026-07-31 19:40), (2026-09-18 17:32)
Other packages that cited OLSengine R package
View OLSengine citation profile
Other R packages that OLSengine depends, imports, suggests or enhances
Complete documentation for OLSengine
Functions, R codes and Examples using the OLSengine R package
Full OLSengine package functions and examples
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