Discrete Data Analysis

Discrete Data Analysis

Instructors:	Kristin Sainani kcobb@stanford.edu Office: T211, HRP Redwood Building Office hour: TBA
TA information:	Murat Ahmed murat@stanford.edu Camilo Rivera camilor@stanford.edu Office Hours: TBA
Syllabus:	Syllabus
Lectures:	· Jan. 4 and 6, 2010: Introduction to observational studies; statistics for contingency tables · Jan. 11, 2010: Confounding and effect modification · Jan. 25, 2010: Matched and correlated data · February 1, 2010: Logistic regression I · February 8, 2010: Logistic regression II · February 22, 2010: Logistic regression III · March 1, 2010: Bootstrap and cross-validation · March 8, 2010: Sample size for case-control studies
Labs:	· Lab One: SAS orientation, 2x2 tables · Lab Two: Mantel-Haenszel and McNemar's tests · Lab Two DATA · Lab Three: Diagnostic tests, ROC curves · Lab Three DATA · Lab Four: PROC LOGISTIC · Logit Plot Macro · Lab Five: More on PROC LOGISTIC · Lab Six: Model Building, logistic regression · Lab Six DATA · Lab Seven: Conditional and Ordinal logistic regression · Lab Seven DATA 1 · Lab Seven DATA 2 · Lab Eight: Boostrap and Cross-Validation · Lab Eight DATA
Homework:	· Homework 1 · Homework 2 · Homework 3 · Homework 4 · Homework 5 · Homework 5 DATA · Homework 6 · Homework 6 DATA
Handouts:	· Concepts to review for the final exam · Practice problems for the review session