Simple linear regression is a model that assesses the relationship between a dependent variable and an independent variable.
The simple linear model is expressed using the following equation:
Y = β0+ β1X i+ εi
Xi Is independent Yi is dependent.
Example : Between Advertisement and sales . Here when Advertisement cost is high then the sales rate and sales revenue is growing very much.
Here the independent variable (Ads) and dependent variable (sales) are both quantitative.