Data Analytics, Machine Learning, Business Analytics, Regression Analysis, Knowledgebase Analytics.
1️⃣Linearity of Relationship Linear regression assumes that the relationship between the predictors and the response variable is linear. This means that the change in the response variable is constant for every unit change in a predictor variable. But, how do we assess this linearity? Visual