Methods of data analysis

Lectures MWF 1000-1050, WNGR 153
Labs Wednesdays noon, 1pm, 2pm and 5pm Milne Computing Center 201

Instructor: Charlotte Wickham, 76 Kidder
charlotte.wickham@stat.oregonstate.edu

Homework Help Sessions
Tuesday 3-5pm Cordley 3003
Friday 11am-noon Kidder 76

TA’s

Ben Brintz brintzb@science.oregonstate.edu
Katie Eng engka@science.oregonstate.edu
Joe Maurer maurerjo@science.oregonstate.edu

TA office hours Kidder M111
Katie Tue 2-3pm
Ben Thu noon-1pm
Joe Mon 3-4pm, Thu 9-10am
M11 Hours

Captures from 2015
Took me awhile to get a reliable method for capture this year, so the first few may be spotty.

Week 1 Intro & Review

Reading: Sleuth: 7&8, 9.1 & 9.3.2

• Jan 5. Welcome
• Jan 7. Review of SLR
• Jan 9. Multiple explanatories and indicator variables

Week 2 Intro & Review

Reading: Sleuth: 9

• Jan 12. Multiple Linear Regression
  • Worked example Slide 5
  • Worked Your Turn Slide 6
  • Worked example Slide 8
  • Worked example Slide 10
  • Worked example Slide 12
• Jan 14. Another example
• Jan 16. Inference

Week 3 Inference

Reading: Sleuth: 10

• Jan 19. MLK No lecture
• Jan 21. Inference on a single parameter
• Jan 23. In class quiz

Week 4 Inference in regression cont.

Reading: Sleuth: 10

• Jan 26. Inference on multiple parameters
• Jan 28. Wrapping up inference
• Jan 30. Model checking

Week 5 Model checking and refinement

Reading: Sleuth: 11

• Feb 2. Case influence statistics
• Feb 4. Residuals & Partial residuals
• Feb 6. Two-way ANOVA

Week 6 More ANOVA

Reading: Sleuth: 13

• Feb 9. More two-way ANOVA
• Feb 11. More ANOVA
• Feb 13. Studies without replication

Week 7 Multifactor studies & Model Selection

Reading: Sleuth: 14 & 12

• Feb 16. Another multifactor example
• Feb 18. Model Selection
• Feb 20. Model Selection: Example

Week 8 Serial correlation

Reading: Sleuth: 15

• Feb 23. Serial correlation
• Feb 25. Filtering
• Feb 27. Review: Quiz 2 & Quiz 3

Week 9 Multivariate Responses

Reading: Sleuth: 16

• Mar 2. Multivariate Responses
• Mar 4. Hotellings T
• Mar 6. Another multivariate study

Week 10 Review

• Mar 9. Review
• Mar 11. Review: Last year's final