A Step by Step Guide to Multiple Linear Regression in R

Perform Linear Regression in R by identifying the most important predictors

Renu Khandelwal
7 min readDec 14, 2021

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Here you will learn

What is Linear Regression? How to perform multiple linear regression on the dataset.

  • Reading the data from a CSV file.
  • Exploring and transforming the data by converting categorical variables to factors, removing missing values, and removing outliers
  • Check the data against linear regression…

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Renu Khandelwal

A Technology Enthusiast who constantly seeks out new challenges by exploring cutting-edge technologies to make the world a better place!