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Contact Information: Martina Bremer Office Hours: Monday 2:50—3:50pm Wednesday 9:30—11:30am |
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Temporary change in office hour schedule: I am a member of the recruitment committee. We are interviewing candidates for a stats and an applied math position over the next two weeks, and because of that I will have to change some of my office hours between Feb 1 and Feb 17.
Lecture Notes:
Final Examinations: · Section 1 (1:30—2:45pm), Monday 05/21/12, 12:15—2:15pm · Section 2 (4:00—5:15pm), Friday 05/18/12, 2:45—4:45pm
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Date |
Material |
Topic/Section |
Due Dates / Exams |
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Wednesday 01/25/12 |
Introduction, Overview 1.1—1.4 |
Warm-up Assignment due |
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Monday 01/30/12 |
Simple Linear Regression 2.1, 2.2., 2.3 |
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Wednesday 02/01/12 |
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2.4, 2.5, 2.6 |
Homework 1 due |
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Monday 02/06/12 |
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2.8—2.11 |
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Wednesday 02/08/12 |
Lecture 3 |
Multiple Regression 3.1, 3.2 |
Homework 2 due |
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Monday 02/13/12 |
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Hypothesis testing and confidence intervals. 3.3, 3.4 |
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Wednesday 02/15/12 |
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3.8. 3.9. 3.10 |
Homework 3 due |
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Monday 02/20/12 |
Lecture 4 |
Model Adequacy Checking 4.1, 4.2 |
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Wednesday 02/22/12 |
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Outlier detection 4.3, 4.4, 4.5 |
Homework 4 due |
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Monday 02/27/12 |
Midterm Exam I |
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Wednesday 02/29/12 |
Lecture 5 |
Transformations 5.1—5.3 |
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Monday 03/05/12 |
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Generalized Least Squares 5.4, 5.5 |
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Wednesday 03/07/12 |
Lecture 6 |
Diagnostics for Leverage and Influence 6 |
Homework 5 due |
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Monday 03/12/12 |
Lecture 7 |
Polynomial Regression 7.1, 7.2 |
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Wednesday 03/14/12 |
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Nonparametric Regression 7.3, 7.4 |
Homework 6 due |
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Monday 03/19/12 |
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Orthogonal Polynomials 7.5 |
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Wednesday 03/21/12 |
Lecture 8 |
Indicator Variables 8.1 |
Homework 7 due |
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Monday 03/26/12 |
Spring Break No classes |
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Wednesday 03/28/12 |
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Monday 04/02/12 |
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Contrasts 8.2 |
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Wednesday 04/04/12 |
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Regression approach to ANOVA 8.3 |
Homework 8 due |
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Monday 04/09/12 |
Midterm Exam II |
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Wednesday 04/11/12 |
Lecture 9 |
Model Building 9.1, 9.2 |
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Monday 04/16/12 |
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Variable Selection 9.3 |
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Wednesday 04/18/12 |
Lecture 10 |
Validation 10.1, 10.2 |
Homework 9 due |
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Monday 04/23/12 |
Lecture 11 |
Multicollinearity 11.1, 11.2, 11.3 |
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Wednesday 04/25/12 |
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Diagnosing multicollinearity 11.4 |
Homework 10 due |
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Monday 04/30/12 |
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Dealing with Multicollinearity 11.5 |
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Wednesday 05/02/12 |
Lecture 12 |
Special Topics |
Homework 11 due |
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Monday 05/07/12 |
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Special Topics |
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Wednesday 05/09/12 |
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Final Exam Review |
Homework 12 due |
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Monday 05/14/12 |
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Project Presentations |
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Office Hours Cancelled |
Additional Office Hours Instead |
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Wednesday, Feb 1st 9:30—10:30 |
Monday, Feb 1st 5:15—6:00pm |
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Monday, Feb 13 9:30—10:30 |
Friday, Feb 3rd 10:30—11:30am |
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Wednesday, Feb 15 9:30—10:30 |
Tuesday, Feb 7 10:30—12:00 noon |
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Friday, Feb 17 1:30—2:30pm |