HRP 261, Winter 2012

Instructor:

Kristin Sainani

kcobb@stanford.edu

Office: T211, HRP Redwood Building

Office hour: Mondays 12-1pm, or by appointment

TA information:

Michael Hurley

mphurley@stanford.edu

Office hour (weeks problem sets are due): Tuesdays 10-11am, T214

Syllabus:

Syllabus

Lectures:

·       Jan. 9 and 11, 2012: Introduction to observational studies; statistics for contingency tables

·       Jan. 23, 2012: Confounding and effect modification

·       Jan. 30, 2012: Matched and correlated data

·       February 6, 2012: Logistic regression I

·       February 13, 2012: Logistic regression II

·       February 27, 2012: Logistic regression III

·       March 5, 2012: Bootstrap and cross-validation

·       March 12, 2012: 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 1 Answer Key

·       Homework 2

·       Homework 2 Answer Key

·       Homework 3

·       Homework 3 Answer Key

·       Homework 4

·       Homework 4 DATA in excel

·       Homework 4 Answer Key

·       Homework 5

·       Homework 5 DATA

·       Homework 5 Answer Key

·       Homework 6

·       Homework 6 DATA

·       Homework 6 Answer Key

Handouts:

·       Concepts to review for the final exam

·       Practice problems for the review session

·       Answers to practice problems