Part 6: A Deep Dive into Linear Regression Assumptions
Jul 31, 2025 · 16 min read · Before diving deeper into machine learning models, it’s critical to understand the assumptions that linear regression rests upon. These assumptions — linearity, independence, constant variance (homoscedasticity), and normality of residuals — form the...
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