PubHlth 640
Intermediate Biostatistics
Biostatistics and Epidemiology
UMass Amherst
 

 

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1. Review of PubHlth 540
2. Regression and Correlation
3. Discrete Distributions
4. Categorical Data Analysis
5. Logistic Regression
6. Introduction to Survival Analysis
7. Analysis of Variance
8. Repeated Measures Analysis
9. Nonparametrics

5. Logistic Regression

Scroll down for (1) PubHlth 640 2012 (2) additional readings (3) illustrative applets (4) calculators, (5) computer illustrations, and (6) miscellaneous.

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(1) PubHlth 640 - 2012
Lecture Notes - 2012
 
Text
 
 
 




(2) Additional Reading
(Source: John Mc Gready, Johns Hopkins SPH) Lecture 7 - Logistic Regression (html)

(Source: Peng, Lee, and Ingersoll) An Introduction to Logistic Regression Analysis and Reporting (pdf)
 
(Source: Morten Frydenberg, Biostatistics, Aarhus University, Denmark) Introduction to Logistic Regression Analysis (pdf)
 

 

(3) Illustrative Applets

 



 
 
 
 


(4) Calculators
 
 
 
 


 

(5) Computer Illustrations
(Source: UCLA Technology Services) For SAS Users - An Introduction to Proc Logistic (html)
(Source: UCLA Technology Services) For Stata Users - An Introduction logistic regression (html)
 
(Source: Afifi, Clark & May, 2004) Depression Data Set (note: right click to download):
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SAS) (Formats code in SAS) (STATA) (EXCEL)
SAS for simple logistic regression (pdf, 5 pp)
 
 



(6) Miscellaneous
 
 
 
 






 

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Page updated: December 28, 2011