Gary Klein

36-720: Discrete Multivariate Analysis

Syllabus

Final Exam

R Functions

Cross Tabulation and Table Creation
Express Table Entries as Fraction of Marginal Table
exactLoglin Test Package
The gllm Package
Pearson's Chi-square Test for Count Data
Data Frames
Fisher's Exact Test for Count Data
Fit Log-Linear Models by Iterative Proportional Scaling
Fitting Generalized Linear Models
Fitting Log-Linear Models
Fourfold Plots
gRim Intro

SAS Examples

contingency.sas

Homework

Assignment 1       Solutions
Assignment 2       Solutions
Assignment 3       Solutions
Assignment 4       Solutions
Assignment 5       Solutions

Additional Readings

Some Examples of Contingency Tables
Three Centuries of Cartegorical Data Analysis
The Analysis of Contigency Tables
Aspirin and Mortality From Coronary Bypass Surgery

Datafiles

lottery.dat
bartlett.dat
beaton.dat
red_dye.dat
food_illness.dat

Lectures

Lecture 1
Lecture 2
Lecture 3
Lecture 4
Lecture 5: R
Lecture 5: SAS
Lecture 6
Statistical Disclosure Control (Dr. Shlomo's Notes)
Lecture 8
Lecture 9
Lecture 10
Lecture 11
Lecture 12