| Description
| This course takes the students into the in-depth study on the "simple linear regression" and the "multiple regression" in terms of their theoretical background, techniques, and the applications in business. Topics covered by this course are: (1) Simple linear regression, (2) Inference based on fitted regression model, (3) prediction based on fitted regression model, (4) Application of simple linear regression, (5) Verification of regression assumption, (6) Multiple regression, (7) Qualitative independent variables, (8) Multicollinearity, and (9) Stepwise regression. Topics and directions warrant future researches will also be discussed in this course.
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