What Is Simple Linear Regression?

In statistics, linear regression is a type of regression analysis that uses a least squares function called a linear regression equation to model the relationship between one or more independent and dependent variables. This function is a linear combination of one or more model parameters called regression coefficients. A linear regression equation with one independent variable represents a straight line. We need to perform statistical analysis on the results of linear regression.