Measures of Independence and Connection Without Linear Models R package Connection version 0.1.0 Provides tools to measure connection and independence between variables without relying on linear models. Includes functions to compute Eta squared, Chi-squared, and Cramer V. The main advantage of this package is that it works without requiring parametric assumptions. The methods implemented are based on educational material and statistical decomposition techniques, not directly on previously published software or articles. Software Pietro Frascino <pietro.frascino710@gmail.com> Comprehensive R Archive Network (CRAN) Pietro Frascino [aut, cre] (Student of Alma Mater Studiorum of Bologna) MIT + file LICENSE (https://CRAN.R-project.org/package=Connection/LICENSE) 2025-07-25 application/tgz https://CRAN.R-project.org/package=Connection doi:10.32614/CRAN.package.Connection