Simple Linear Regression Explained: Understanding the Fundamentals from a Statistical Viewpoint using Python

Nilimesh Halder, PhD
Analyst’s corner
Published in
3 min readDec 20, 2023

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Introduction

Simple Linear Regression is a foundational statistical method extensively used in data analysis and machine learning for predicting a quantitative response. It’s the first step in uncovering relationships between variables, serving as a crucial tool for data…

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