BIOSTATS 640
Intermediate Biostatistics
Biostatistics and Epidemiology
UMass Amherst
 

 

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1. Review of BIOSTATS 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) BIOSTATS 640 2017 (2) Additional Readings and Videos (3) Stata Users (4) R Users, and (5) Other (Applets, Calculators, etc.)

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(1) BIOSTATS 640 - 2017
Lecture Notes - 2017 5. Logistic Regression (pdf, 65 pp)
In-Class Group Work - Questions (pdf, 1 pp) SOLUTIONS (pdf, 2 pp)
Homework due Wednesday March 22, 2017 Questions (pdf, 4 pp) Download (depress_small.dta) Download (illeetvilaine version 12.dta)
SOLUTIONS to homework STATA Users (pdf, 11 pp) R Users (pdf, 14 pp)




(2) Additional Readings and Videos
(Source: John Mc Gready, Johns Hopkins SPH) Statistical Reasoning II
Lecture 8a - Multiple Logistic Regression (32 slides)
(Source: John Mc Gready, Johns Hopkins SPH) Statistical Reasoning II
Lecture 8b - Interaction in Logistic Regression (32 slides)
(Source: John Mc Gready, Johns Hopkins SPH) Statistical Reasoning II
Lecture 8c - Example: Analysis of Sepsis Data Using Logistic Regression (34 slides)
(Source: John Mc Gready, Johns Hopkins SPH) Statistical Reasoning II
Lecture 9b - Logistic Regression for Case-Control Studies (25 slides)
(Source: Asad Khan, University of Queensland) Model Building Using Logistic Regression (pdf, 35 slides)

 

(3) Stata Users
Illustration of Logistic Regression - (pdf, 30 pp) Download (illeetvilaine version 12.dta)

(Source: StataCorp LP Youtube Channel - Chuck Huber)
VIDEO: 3 video set on Logistic Regression in Stata (html for all 3 videos)
Part 1: Logistic Regression with a Binary Predictor
Part 2: Logistic Regression with a Continuous Predictor
Part 3: Logistic Regression with a Factor Variable Predictor

(Source: UCLA Technology Services) For Stata Users - An Introduction logistic regression (html)

(Source: Asad Khan, University of Queensland) Model Building Using Logistic Regression (pdf, 35 slides)

 


(4) R Users
Illustration of Logistic Regression - (pdf, 14 pp) Download (illeetvilaine.dta)


 

(5) Other (Applets, Calculators, etc.)
(Source: UCLA Technology Services) For SAS Users - An Introduction to Proc Logistic (html)
 
(Source: Afifi, Clark & May, 2004) Depression Data Set (note: right click to download):
(
SAS) (Formats code in SAS)

SAS for simple logistic regression (pdf, 5 pp)
 
 


 




 

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This is the course web site for BIOSTATS 640, Biostatistics Program, Department of Biostatistics and Epidemiology.
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Page updated: March 27, 2017