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.
visualization r feature-selection lasso-regression pairwise-comparison multiple-regression descriptive-analysis pearson-correlation-coefficient runs-test durbin-watson-test stepwise-selection assumption-testing linear-relationship
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Updated
Apr 15, 2024 - R