Math 446/546 - Analysis of Variance and Design of Experiments (Spring 2015)

• Syllabus
• Course Schedule

Lecture/Handouts

• Intro to R - Formal
• Intro to R - Informal
• Terminologies (slides)
• Terminologies (handout)
• Study designs
• Single-Factor
• Residuals
• Power calculations
• Factor Level Means
• Multiple Comparison Procedures
• Sample Sizes
• Diagnostics and Remedial Measures
• Two-Factor Studies
• Balanced Two-Way ANOVA
• Analysis of Factor Level Means
• Two-factor with 1 case per treatment
• Randomized Complete Block Designs (BCRD)
• More on BCRD
• ANCOVA
• More on ANCOVA
• Two-Factor Studies with Unequal Sample Sizes
• Analysis of Factor Level Means
• Multi-Factor Studies
• Analysis of Factor Level Means
• Random Effects Models
• Mixed Effects Models
• Random Block Design
• Three-Factor Mixed Design
• Nested Design
• More on Nested Designs
• Repeated Measures
• Repeated Measures with Two Factors

Data Sets (*.csv)

• Health Exam
• Kenton Food (p. 685)
• Rust Inhibitors (p. 734)
• Productivity Improvement (p. 723)
• Questionnaire Color (p. 723)
• Rehabilitation Therapy (p. 724)
• Cash Offers (p. 725)
• Filling Machines (p. 725)
• Premium Distribution (p. 726)
• Solution Concentration
• Oral B
• Machine Excess
• Castle Bakery (p. 833)
• Disk Drive Service (p. 868)
• Cash Offers 2 (p. 866)
• Brand Preference (p. 248)
• Crackers (p. 926)
• Fertilizer Yield
• Auditor Training (p. 913)
• Dental Pain (p. 914)
• Auditor Training 2 (p. 915)
• Salable Flowers (p. 935)
• Rehabilitation Therapy 2 (p. 943)
• Product Display (p. 944)
• Fat In Diets (p. 913)
• Cardio Disease
• Growth Hormone (p. 954)
• Adjuct Professors (p. 983)
• Stress Test (p. 1005)
• Electronics Assembly (p. 1025)
• Coil Winding Machines (p. 1079)
• Miles per gallon (p. 1080)
• Imitation Pearls (p. 1081)
• Questionnaire Color 2 (p. 1123)
• Blood Flow (p. 1158)
• Incentive Stimulus (p. 1167)