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| Date/Time | Activity | Topic/Content | Faculty | Locations |
| Tues 1/5/2010 10:30 AM-12:00 PM | Lecture | Introduction and Exploratory Analysis Class organization; importance of data exploration; regression overviewRequired Reading:
Note/Slide Files: Biostat_208_duedates_2010.pdf (28 KB) Biostat_208_Syllabus-10.pdf (94 KB) lecture1-handout-4up.pdf (2208 KB) lecture1-handout.pdf (2243 KB) Assignment: Assignment Files: hw1-VGSM-problems.pdf (55 KB) hw1.pdf (55 KB) Assignment Answer Files: hw1-solutions.pdf (374 KB) Dataset Files: problem2-4.dta (1 KB) problem2-5.dta (1 KB) wcgs.dta (64 KB) | S Shiboski | CB 6702 |
| Thurs 1/7/2010 10:30 AM-12:30 PM | Lab | Introduction Assignment Files: lab1.pdf (137 KB) Assignment Answer Files: lab1.comments.pdf (86 KB) Dataset Files: lab1.dta (2 KB) | S Shiboski | CB 6704 |
| Tues 1/12/2010 10:30 AM-12:00 PM | Lecture | Multiple Linear Regression Regression with a single binary or continuous predictor; Multiple regressionRequired Reading:
Note/Slide Files: lecture2-handout-4up.pdf (424 KB) lecture2-handout.pdf (452 KB) | S Shiboski | CB 6702 |
| Thurs 1/14/2010 10:30 AM-12:30 PM | Lab | Multiple Linear Regression Assignment Files: lab2.pdf (100 KB) Assignment Answer Files: lab2.comments.pdf (294 KB) Dataset Files: lab2.dta (3 KB) | S Shiboski | CB 6704 |
| Tues 1/19/2010 10:30 AM-12:00 PM | Lecture | Categorical Predictors Ordinal and nominal predictors; tests for trendRequired Reading:
Note/Slide Files: lecture3-handout-4up.pdf (803 KB) lecture3-handout.pdf (785 KB) | S Shiboski | CB 6702 |
| Thurs 1/21/2010 10:30 AM-12:30 PM | Lab | Categorical Predictors Assignment Files: lab3-stata10.pdf (80 KB) lab3.pdf (81 KB) Assignment Answer Files: lab3.comments.pdf (68 KB) lab3.do (1 KB) Dataset Files: lab3.dta (7 KB) | S Shiboski | CB 6704 |
| Tues 1/26/2010 10:30 AM-12:00 PM | Lecture | Confounding and Mediation Confounding and mediation and adjustmentRequired Reading:
Optional Reading: Note/Slide Files: lecture4.4up.pdf (302 KB) lecture4.pdf (233 KB) | E Vittinghoff | CB 6702 |
| Tues 1/26/2010 12:00 PM-1:00 PM | Other | Homework session | S Shiboski | CB 6702 |
| Thurs 1/28/2010 10:30 AM-12:30 PM | Lab | Confounding and Mediation Assignment Files: lab4.pdf (58 KB) Assignment Answer Files: lab4.comments.pdf (53 KB) STATA Files: lab4.dta (153 KB) | E Vittinghoff | CB 6704 |
| Tues 2/2/2010 10:30 AM-12:00 PM | Lecture | Interaction Conceptual introduction, product terms, testing for interactions, lincom statementsRequired Reading:
Note/Slide Files: lecture5-4up.pdf (306 KB) lecture5.pdf (228 KB) Assignment: Assignment Files: hwk2.pdf (42 KB) STATA Files: hwk2.dta (39 KB) | E Vittinghoff | CB 6702 |
| Thurs 2/4/2010 10:30 AM-12:30 PM | Lab | Interaction Assignment Files: lab5.pdf (81 KB) Assignment Answer Files: lab5.comments.pdf (93 KB) STATA Files: lab5.dta (61 KB) | E Vittinghoff | CB 6704 |
| Tues 2/9/2010 10:30 AM-12:00 PM | Lecture | Model Diagnostics Linearity, normality, constant variance; influential pointsRequired Reading:
Note/Slide Files: lecture6-4up.pdf (3676 KB) lecture6.pdf (2801 KB) | E Vittinghoff | CB 6702 |
| Tues 2/9/2010 12:00 PM-1:00 PM | Other | Homework session | S Shiboski | CB 6702 |
| Thurs 2/11/2010 10:30 AM-12:30 PM | Lab | Model Diagnostics Assignment Files: lab6.pdf (91 KB) STATA Files: lab6.dta (18 KB) | E Vittinghoff | CB 6704 |
| Tues 2/16/2010 10:30 AM-12:00 PM | Lecture | Predictor Selection Causal diagrams, three inferential goals; number of predictors, colinearityRequired Reading:
Assignment: | E Vittinghoff | CB 6702 |
| Thurs 2/18/2010 10:30 AM-12:30 PM | Lab | Predictor Selection | E Vittinghoff | CB 6704 |
| Tues 2/23/2010 10:30 AM-12:00 PM | Lecture | Binary Outcome Data Contingency tables; binary outcomes; measures of association; logistic modelRequired Reading:
Assignment: | S Shiboski | CB 6702 |
| Tues 2/23/2010 12:00 PM-1:00 PM | Other | Homework session | S Shiboski | CB 6702 |
| Thurs 2/25/2010 10:30 AM-12:30 PM | Lab | Binary Outcome Data | S Shiboski | CB 6704 |
| Tues 3/2/2010 10:30 AM-12:00 PM | Lecture | Multiple Logistic Regression Multiple logistic regression; confounding; interactionRequired Reading:
| S Shiboski | CB 6702 |
| Thurs 3/4/2010 10:30 AM-12:30 PM | Lab | Multiple Logistic Regression | S Shiboski | CB 6704 |
| Tues 3/9/2010 10:30 AM-12:00 PM | Lecture | Prediction and Model Diagnostics Prediction; model assessment; outliers; goodness of fitRequired Reading:
Assignment: Final Exam Due Date: 3/19/10 | S Shiboski | CB 6702 |
| Tues 3/9/2010 12:00 PM-1:00 PM | Other | Homework session | S Shiboski | CB 6702 |
| Thurs 3/11/2010 10:30 AM-12:30 PM | Lab | Prediction and Model Diagnostics | S Shiboski | CB 6704 |
| Tues 3/16/2010 10:30 AM-12:00 PM | Lecture | Case Control Studies Case-control study; conditional logistic regression; generalized linear modelsRequired Reading:
| S Shiboski | CB 6702 |