https://github.com/lefteris-souflas/multiple-regression-project

Analysis of real estate sales data. Tasks include understanding dataset structure, variable conversion, descriptive analysis, pairwise comparisons, linear relationship analysis, multiple regression modeling, feature selection using stepwise methods, final model summary, assumptions checking, and LASSO variable selection. Results are documented.

assumption-testing descriptive-analysis durbin-watson-test feature-selection lasso-regression linear-relationship multiple-regression pairwise-comparison pearson-correlation-coefficient r runs-test stepwise-selection visualization

Last synced: 02 Mar 2025