Regression Analysis, Linear Regression, Business Analytics, Data Analytics, Data Science Projects.
linear regression Linear regression models are built on certain assumptions, which, if violated, can affect the accuracy and reliability of the predictions. These assumptions include: 1. Linearity: There exists a linear relationship between the predictors and the response variable. 2. Independence: