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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

4.
Categorical Data Analysis
Scroll down for (1) BIOSTATS 640 2017 (2) Additional Readings and Videos (3) Stata Users (4) R Users, (5) Other (Applets, calculators, etc).
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(1) BIOSTATS 640  2017 
Lecture Notes  2017 Unit 4. Categorical Data Analysis (pdf, 82 pp) 
(Source: Ben Arnold, UC Berkeley) Decision Tree for Assessing Effect Modification and Confounding (pdf, 1 pp)




(2) Additional Readings and Videos 
(Source: Tobias, Aurelio, IDAEACSIC, Barcelona  Presentation at the 2012 Stata Users Group Meeting)
Rearranging Stata's Output for the Analysis of Epidemiological Tables (pdf, 30 slides) 
(Source: Pai, M., McGill University)
Lecture Effect Measure Modification and Interaction (pdf, 66 slides) 
(Source: JHSPH Open Course Ware Course  Statistical Reasoning II John McGready, Instructor)
Lecture 1d: The CaseControl Design (pdf, 22 slides) 
(Source: JHSPH Open Course Ware Course  Statistical Reasoning II John McGready, Instructor)
Lecture 2a: Confounding and Effect Modification (19 slides) 
(Source: JHSPH Open Course Ware Course  Statistical Reasoning II John McGready, Instructor)
Lecture 2c: Statistical interaction/Effect Modification (21 slides) 
Standardization of Rates
(Source: Stats Direct, UK) Indirect Standardization and SMR (html) 
Standardization of Rates
(Source: NMIBIS) Standardized Mortality Ratio (html)



(3) Stata Users 

(Source: StataCorp LP Youtube Channel  Chuck Huber)
VIDEO: Odds Ratio for CaseControl Data (video 3:39) 
(Source: StataCorp LP Youtube Channel  Chuck Huber)
VIDEO: Stratified Analysis of CaseControl Data (video 4:15) 
(Source: Richard Williams, University of Notre Dame) Using Stata for Categorical Data Analysis (pdf)


