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