Analysis of Designed Experiments
Statistics 5200, Fall 2020
Instructor: Dr. Stevens

Course Documents and Announcements

• Course Syllabus --- Textbook --- Textbook Data Sets
  (textbook PDF also available in Canvas)
• Class sessions via Zoom, link on class page in Canvas
• SAS access: SAS Studio
  (see file in Canvas for initial enrollment)
• Homework (only PDFs accepted; submit through Canvas)
  • HW 0-A (due Fri 9/4)
  • HW 0-B (due Fri 9/11) --- SAS code
  • HW 1 (due Wed 9/23)
  • HW 2 (due Wed 9/30) --- in-class discussion
  • HW 3 (due Wed 10/14)
  • HW 4 (due Wed 10/21)
  • HW 5 (due Fri 11/13)
  • HW 6 (due Mon 11/30) --- see Canvas for starter code
  • HW 7 (due Mon 12/14)

Unit A: Experiments and Terminology of Design (Ch. 1-2)

• 1: Experiments (Keys and Examples)
• 2: SAS Crash Course --- code only
• 3: Terminology in Design of Experiments
• 4: Tests and Distributions Example --- code only
• 4a: Tests and Distributions Notes --- Moving to a world beyond "p < .05"

Unit B: Completely Randomized Design (Ch. 3-6)

• 5: CRD Example --- code only
• 5a: CRD Tests and ANOVA Table Notes
• 6: Checking Assumptions Example --- code only
• 6a: Checking Assumptions Notes
• 7: Multiple Comparison Procedures --- code only --- Example 2 paper
• 7a: Contrasts and Post hoc Means Comparisons

Unit C: Factorial Design (Ch. 8)

• 8: Factorial Design Example (tvtube) --- code only
• 8a: Intro. to Factorial Design Notes --- Oehlert comment
• 8b: Tools for Factorial Design Notes
• 9: Factorial Design Example (alcohol) --- code only
• 10: Factorial Design Example (honeybees) --- code only
• 10a: Contrasts in Factorial Design Notes
• 11: Higher-Order Factorial Design Example (fabric) --- code only
• 11a: Higher-Order and Unreplicated Factorial Designs Notes
• 12: Unreplicated Factorial Design Example (electric) --- code only

Unit D: Random, Mixed, and Nested Effects (Ch. 11-12)

• 13: One-Way Random Effects Example (steel wire) --- code only
• 13a: Random Effects Notes
• 14: Two-Way Random Effects Example (carton) --- code only --- data
• 15: Mixed Model Example (tryptone) --- code only
• 15a: Mixed Models, Hasse Diagram, & Approx. F-tests Notes
• 15b: EMS Calculations (just for enrichment)
• 16: Nested Design --- code only
• 17: Nested Factorial Design --- code only

Unit E: Designs with Restrictions on Randomization (Ch. 13 & 16)

• 18-23: Overview
• 18: Randomized Complete Block Design --- code only
• 19: Latin Square Design --- code only
• 20: Split Plot Design Example --- code only
• 20a: Split Plot Design Notes
• 21: Split Split Plot Design --- code only --- data
• 22: Strip Plot Design --- code only
• 23: Repeated Measures Design --- code only

Unit F: Additional Topics

• 24: Power Calculation in Mixed Models --- code only
• 26: Generalized Linear Mixed Models --- code only

Sample Exams

• Midterm
  • Spring 2015 Midterm --- solutions
  • Fall 2017 Midterm --- solutions
  • Fall 2018 Midterm --- solutions
• Final
  • Spring 2015 Final --- solutions
  • Fall 2017 Final --- solutions
  • Fall 2018 Final --- solutions