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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

6.
Survival Analysis
Scroll down for (1) BIOSTATS 640 2018 (2) Additional Readings and Videos (3) Stata Users (4) R Users, and (5) Other (Applets, Calcculators, etc.)
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(1) BIOSTATS 640  2018 

(Source: John Mc Gready, Johns Hopkins SPH) Statistical Reasoning I Lecture 7  The Case for Survival Analysis (pdf, 109 slides) 
(Source: staff.pubhealth.ku.dk/~tag/Teaching/share/Rtutorials/SurvivalAnalysis.html) Rtutorial: survival analysis (html) 
(Source: UCLA Institute for Digital Research and Education  IDRE) Survival Analysis with Stata (html) 
(Source: Clark et al. Br J Can 2003 89: 232238) Survival Analysis Part I: Basic concepts and first analyses (pdf, 6 pp) 



(2) Additional Readings and Videos 
(Source: University of Washington Biostat 515 Lecture 15) Introduction to Survival Analysis (html)
(Source: University of Washington Biostat 515 Lecture 16) Regression with Time to Event (html)
(Source: University of Washington Biostat 515 Lecture 17) Cox PH Models (html)

(Source: John McGready Johns Hopkins University) When Time is of Interest: The Case for Survival Analysis (pdf, 109 slides)

(Source: Richard Lowry, Vassar Stats) Kaplan Meier Probabilities (html)



(3) Stata Users 

Download dataset (pbc.dta) Stata for Survival Analysis (pdf, 16 pp) 
(Source: UCLA Academic Technology Services) Statistical Computing Seminars  Survival Analysis with STATA (html)

(Source: UCLA Academic Technology Services) Textbook Examples of Applied Survival Analysis from textbook by Hosmer, Lemeshow & May (html) 
(4) R Users 
Download dataset (pbc.Rdata) R for Survival Analysis (pdf, 16 pp) 
(Source: UCLA Academic Technology Services) Textbook Examples of Applied Survival Analysis from textbook by Hosmer, Lemeshow & May (html)

(Source: staff.pubhealth.ku.dk/~tag/Teaching/share/Rtutorials/SurvivalAnalysis.html) Rtutorial: survival analysis (html) 
(Source: Benjamin HaibeKains, Dana Farber Cancer Institute, Cambridge MA) Introduction to R and Bioconductor Survival Analysis (pdf, slides) 


(5) Other (Applets, Calculators, etc.) 
(Source: UCLA Academic Technology Services) Survival Analysis with SAS (html) 



