BIOSTATS 640
Intermediate Biostatistics
Biostatistics and Epidemiology
UMass Amherst

 

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1. Review of BIOSTATS 540
2. Discrete Distributions

3. Introduction to Nonparametrics

4. Categorical Data Analysis

5. Normal Theory Regression
6. Analysis of Variance

7. Logistic Regression
8. Introduction to Survival Analysis
9. (Time permitting) Introduction to Mixed Models

 

Lectures

This page contains links to pdf versions of the BIOSTATS 640 Spring 2021 lectures and related readings. To read and print these notes requires Adobe Acrobat Reader.

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Unit
Title
 
1 Review of BIOSTATS 540, Introductory Biostatistics 2021
Posted 2/1/21 (pdf, 34 pp)
FAQ #1 (pdf, 5 pp)
FAQ #2 (pdf, 3 pp)
2 Discrete Distributions 2021 Posted 2/7/21 (pdf, 56 pp)
3 Introduction to Nonparametrics 2021 Posted 2/14/21 (pdf, 47 pp)
4 Categorical Data Analysis 2021 Posted 2/24/21 (pdf, 78 pp)
5

Regression and Correlation 2021

Posted (3/8/21) (pdf, 58 pp)
R Users download
(janka.Rdata)
(p53paper.Rdata)
(framingham_1000.Rdata)

Stata users download (p53paper_small.dta)(framingham_1000.dta)

6 Analysis of Variance 2021
Posted (3/28/21) (pdf, 58 pp)
Supplement (p
df, 26 pp)
R users download (pets.Rdata)
R users download (ptdata.Rdata)
R users download (fishgrowth.Rdata)
Stata users download (pets.dta)
Stata users create ptdata.dta using data editor
Stata users download (fishgrowth.dta)

7 Logistic Regression 2021
Posted (4/14/21) (pdf, 63 pp)
R Users download (vdt.Rdata)
R Users download (depress.Rdata)
Stata Users download (vdt.dta)
Stata Users download (depress.dta)
8 Introduction to Survival Analysis 2021
Posted (4/26/2021) (pdf, 53 pp)
Stata Users Version from 2020 (pdf, 52 pp)


R Users
Download (unit8_page11.Rdata)

Stata Users
Download (unit8_page11.dta)
9 Introduction to Mixed Models 2021

 

 

 

 

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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: May 2, 2021