Regression analysis typically has one or two main purposes. First, it might be used to understand the cause-and-effect relationship between one dependent variable and one or more independent variables: For example, it might answer the question, how does the amount of advertising affect sales? Or, secondly, regression might be applied for prediction—in particular, for the purpose of forecasting a dependent variable based on one or more independent variables.
