ADVANCED BIOSTATISTICAL METHODS


David Steinberg
Department of Statistics and Operations Research
dms@post.tau.ac.il
Office Hours: Tuesday 14-15.
Shreiber Building, Room 115.

Phone: +972-3-640-8035.

Class Hours:

First Semester

Lecture: Wednesday 10-13, Sackler 022

Prerequisites

All students are expected to know basic statistical methods, including regression and analysis of variance.

You should know how to use SPSS or some other statistical software package for analyzing data. Most of the topics will be taught using SPSS.

The section on Analysis of Count Data will use EXCEL. You should have some experience working with formulas in EXCEL and copying and pasting both data and formulas.

Announcements

Students who want to review their exams can do so on Wednesday 21 March from 16-17 in Sackler 916.

Click here to see how many points you will get on your final grade based on your homework papers. There is also now a short explanation of how the bonus points were computed.

Homework 5 -- Answers to all questions are available on the web site.

You can pick up your graded homework papers from Tomer or from Michael Brick in Sackler, room 913.

A summary of the formulas for the Kaplan-Meier estimator and its standard error is available on the web site.

On 2.11.11 and 9.11.11 we will meet in Sackler 029. On 16.11.11 and 14.12.11 we will meet in Sackler 105. All other class meetings will be in Sackler 022.

The American Journal of Epidemiology, Issue 5 of 2005, has some interesting articles and commentary on the use of statistical adjustment in bio-medical research. The main source for the discussion was the difference in conclusions from comparing the clinical trial and observational study sections of the Women's Health Initiative. I include here a link to the discussion by Diana Petitti and David Freedman. I think you will find it quite interesting and relevant to many of the things we talk about during the semester.

Click here to get a copy of the final exam from 2004. Keep in mind that in 2004 I spent several weeks reviewing regression and analysis of variance; I did not teach the section on the Poisson distribution and on standardizing rates, or the section on hierarchical models.

Click here to get a copy of the final exam from 2011.

Additional Information

Course Requirements

Course Goals

Reference Books and Useful Web Sites

Detailed Course Syllabus

Homework

Data Sets and SPSS Code

Last update: 19 March 2012