EPE & EDP 660 Research Design and Analysis in Education

• Required text for the course is Mendenhall, W. and Sincich, T. (2003). A Second Course in Statistics: Regression Analysis, 6th ed.
• EPE/EDP 660 Syllabus (Pdf)

Exam Information

Exam information will be posted when the class is taught, as it corresponds to course pace and material.

• Exam 1 (Pdf)
• Exam 1 Data (Excel Format)
• Exam 2 (Pdf)
• Exam 2 Data (Excel Format)
• Exam 3 (Pdf)
• Exam 3 Data (Excel Format)
• Exam 4/Final (Pdf)
• Exam 4 Data (Excel Format)

Class Data

• SimpleLinearRegression Data
• Fire Damage Data
• Tampa Real Estate Data
• Multiple Linear Regression Data
• Curvilinear Data
• Dummy Variable Data
• Multiple Regression II Data
• Clocks at Auction Data
• Naval Base Data
• Pulse Data
• Bids Data
• Faces Data
• Example 12 (ANOVA) Data
• Mosquito Data
• Two-Factor ANOVA Example

Formula Sheets and Minitab Instructions

• Minitab: Data Entry (Pdf)
• Minitab: Simple Linear Regression (Pdf)
• Minitab: Interpreting Simple Linear Regression Output (Pdf)
• Minitab: Multiple Linear Regression (Pdf)
• Minitab: Complex Multiple Regression (Pdf)
• Minitab: Determine F (Pdf)
• Minitab: Creating Residual Plots (Pdf)
• Rules of Thumb for Influential Observations
• Minitab: F Distribution for Cook's D (Pdf)
• Minitab: Conducting an ANOVA (Pdf)
• Formula for Nested F Test (Pdf)

Handouts

• Student Information Sheet (Pdf)
• Statistics Overview (Pdf)
• Statistics Overview Answers (Pdf)
• Least Squares Regression Handout (Pdf)
• Assumptions Handout (Pdf)
• Inference for Multiple Linear Regression Handout (Pdf)
• Interaction Example (Pdf)
• Outliers Example (Pdf)
• Logistic Regression Example (Pdf)
• Experimental Design Example (Pdf)
• ANOVA Example (Pdf)
• ANOVA Randomized Block Example (Pdf)
• Problem with multiple t-tests (Pdf)
• Two-Factor ANOVA example (Pdf)

Rubrics for Assignments

• Rubric for Journal Activities

Application Journal Activities

• Simple Linear Regression (Pdf)
• Simple Linear Regression Analysis (Pdf)
• Multiple Regression (Pdf)
• Interactions (Pdf)
• Multiple Regression with 2nd Order (Pdf)
• More Multiple Regression (Pdf)
• Experimental Design (Pdf)
• ANOVA (Pdf)

Suggested Homework Problems

• Chapter 1 Problems (Pdf)
• Chapter 2 Problems (Pdf)
• Chapter 3 Problems (Pdf)
• Chapter 4 Problems (Pdf)
• Chapter 6 Problems (Pdf)
• Chapter 7 Problems (Pdf)
• Chapter 8 Problems (Pdf)
• Chapter 11 Problems (Pdf)
• Chapter 12 Problems (Pdf)

Class Presentations

• Introduction (Powerpoint)
• Statistical Concepts... Some Old, Some New (Powerpoint)
• Chapter 2: Regression Part 1 (Powerpoint)
• Chapter 3: Regression Part 2 (Powerpoint)
• Review 1 (Powerpoint)
• Chapter 4: Multiple Linear Regression (Powerpoint)
• Chapter 4: Interactions, Dummy Variables and Nesting (Powerpoint)
• Chapter 6 and 7 Presentation (Powerpoint)
• Chapter 8 Presentation (Powerpoint)
• Review 2 (Powerpoint)
• Logistic Regression (Powerpoint)
• Chapter 11 Presentation: ANOVA (Powerpoint)
• Chapter 12 Presentation (Powerpoint)
• Chapter 12 Presentation: Post Hoc Analysis (Powerpoint)
• Chapter 12 Presentation: ANOVA Randomized Block Design (Powerpoint)
• Review 3 (Powerpoint)
• Two-Factor ANOVA (Powerpoint)