Statistical Linear Models

MATH 158, Spring 2009

Jo Hardin

Millikan 226D

jo.hardin@pomona.edu

Office Hours: Mon & Wed 1:30-4 or by appointment

Syllabus

General Schedule

Homework Assignments

Exam 1 (Thurs 2/26/09):

Exam 2 (Thurs 4/23/09):

Final Project due (Thurs 5/14/09, 2pm: Thursday April 30 if you are a senior)

Handouts: R tutorial -- An Introduction to R, Venables & Smith -- R Language Definition, R Core Team -- R primer, Christopher Green Simple Linear Regression R code (Chapters 1, 2, 3) Matrix Algebra (and R code) (Chapter 5) Multiple Regression I (Chapter 6) SSR in Multiple Linear Regression (Chapter 7) Multicollinearity (Chapter 7) Model Building (Chapter 9) Residuals / Leverage (Chapter 10) -- R code / example -- Summary of values One-way ANOVA notation One-way ANOVA R code Factor Level Means Two-way ANOVA notation Two-way ANOVA R code Project Assignments Past Projects Collecting Data: due Tuesday, Feb 10th Simple Linear Regression: due Tuesday, Feb 17th Multiple Linear Regression: due Thursday, Mar 12th ANOVA: due Tuesday, April 21 Summary Plus: due Thursday, May 14 (or Thursday, April 30 if you are a senior)

Warm-ups: Warm-up # 1 Warm-up # 2 Warm-up # 3 Warm-up # 4 Warm-up # 5 Warm-up # 6 Warm-up # 7 Warm-up #8 Warm-up #9 Warm-up #10 Warm-up #11

Data:

• Old Faithful (comma delimited)
• Wine Heart Study (comma delimited)
• NC Birth data (comma delimited), data description