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PAD/PDD/UST 601, Spring 2007 - page 7 / 7

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  • Assumptions of Regression Analysis

  • Regression Evaluation: Standard Error, R-Square, F-Test, and T-Test

Kachigan, Chapters 10-11

APRIL 16 WEEK 14. MULTIPLE REGRESSION ANALYSIS

  • Introduction to Regression Analysis

  • Multiple Regression Equation

  • Multiple Regression Output Interpretation

  • Assumptions of Multiple Regression Model

  • Variables, Multi-Collinearity and Autocorrelation

Kachigan, Chapters 10-11

APRIL. 23 WEEK 15. THE ANALYSIS OF VARIANCE (ANOVA)

  • Introduction to ANOVA

  • One-Way ANOVA and Two-Way ANOVA

  • F-Distribution

  • Limitation of ANOVA

Kachigan, Chapter 12

APRIL. 30 WEEK 16. CATCH-UP SESSION AND REVIEW OF MATERIAL

MAY. 7 WEEK 17. EXAM III

Note: This class schedule may be slightly updated during the spring semester, so you will have to check the updated syllabus out on the class website.

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