What is the difference between simple and multiple regression analysis?

Quantitative Methods Questions



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What is the difference between simple and multiple regression analysis?

Simple regression analysis is a statistical technique used to examine the relationship between two variables, where one variable is considered the dependent variable and the other is the independent variable. It helps to determine how changes in the independent variable affect the dependent variable.

On the other hand, multiple regression analysis is a statistical technique used to examine the relationship between a dependent variable and two or more independent variables. It allows for the analysis of the combined effect of multiple independent variables on the dependent variable, while controlling for the influence of other variables. Multiple regression analysis helps to understand the individual and collective impact of various factors on the dependent variable.