Application of linear regression with their advantages, disadvantages, assumption and limitations

Regression analysis is one of the most commonly used strategies in statistics. The simple purpose of regression analysis is to match a version that finely describes the connection among one or more predictor variables and a reaction variable. Regression strategies are the most extensively used statistical strategies hired on a huge form of optimization troubles within the area of carried out studies. The fundamental forms of linear regression strategies could be reviewed along with their applications, advantages, and drawbacks to endorse a manner of choosing regression strategies for specific forms of optimization troubles.