Real Estate Linear Regression

Repository

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Overview

Simple and multiple linear regression for rent price prediction, with robust outlier treatment via IQR winsorization, multicollinearity analysis and overfitting diagnosis.

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Tech Stack

Python 3.x · Pandas · NumPy · Scikit-learn · Statsmodels · Jupyter

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Results & Key Learnings

See the Portuguese version for full architecture diagrams, code snippets and detailed results.