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Statistical Analysis 6: Simple Linear Regression. Research question type: When wanting to predict or explain one variable in terms of another. What kind of variables? Continuous (scale/interval/ratio) Common Applications: Numerous applications in finance, biology, epidemiology, medicine etc.
Multiple linear regression is the most common form of linear regression analysis. As a predictive analysis, the multiple linear regression is used to explain the relationship between one continuous dependent variable from two or more independent variables. The independent variables can be continuous or categorical (dummy coded as appropriate). Questions Answered: