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

 

 

7. Analysis of Variance

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 7. Analysis of Variane Notes (pdf, 72 pp) Download (pets.dta) Download (unit7_fishgrowth.dta)
Homework due Wednesday April 19, 2017 Questions (pdf, 5 pp) Download (anova_infants.dta) Download (unit7_fishgrowth.dta)
SOLUTIONS to homework STATA Users (pdf, 13 pp) R Users (pdf, 14 pp)



(2) Additional Readings and Videos
(Source: John Mc Gready, Johns Hopkins SPH) Statistical Reasoning I
Lecture 5g - Comparing Means between More Than Two Independent Populations (23 slides)
(Source: Missouri State University, Department of Psychology)   Introduction to Analysis of Variance(html)


(3) Stata Users
Stata v 14 for Analysis of Variance (pdf, 21 pp) Download (hers_640anova.dta)
ONE WAY Analysis of Variance
(Source: Richard Williams University of Notre Dame ) - Using Stata for One Way Analysis of Variance (pdf, 3 pp)
(Source: Stata Corp Youtube) - Chuck Huber)
VIDEO One Way Analysis of Variance (video 6:08)

Illustration: One Way Analysis of Variance (pdf, 15 pp)
TWO WAY Analysis of Variance
(Source: Richard Williams University of Notre Dame ) - Using Stata for Two Way Analysis of Variance (pdf, 2 pp)

(Source: Stata Corp Youtube) - Chuck Huber)
VIDEO One Way Analysis of Variance (video 6:17)

(Source: German Rodriguea, Princeton ) - Two-Way Analysis of Variance (html)
Post Estimation and Model Checking
(Source: IDRE UCLA Resources to Learn Stata ) - How to Use ANOVAPLOT (html)
(Source: IDRE UCLA Resources to Learn Stata) - How to Perform Tests of Simple Main Effects (html)
(Source: IDRE UCLA Resources to Learn Stata) - How to Perform Tests of Contrasts (html)
(Source: Philip Ender) - Linear Statistical Models: Checking Assumptions (html)
(Source: IDRE UCLA Resources to Learn Stata) - Test of Homogeneity of Variances (html)
(Source: IDRE UCLA Resources to Learn Stata) - Stata Anova Commands (html)
 


(4) R Users
R for Analysis of Variance (pdf, 16 pp) Download (hers_640anova.dta)
New 4/26/2017 Cheat Sheet for R for Analysis of Variance (pdf, 3 pp)
(Source: Mangia, Salvtore. R Companion for Handbook of Biological Sciences ) One-Way Anova in R (html)
(Source: web.stanford.edu ) Anova Models (html)
(Source:http://homepages.inf.ed.ac.uk/bwebb/statistics/ANOVA_in_R.pdf ) Anova in R (html)
(Source:http://www.r-tutor.com/elementary-statistics/analysis-variance ) R Tutorial - Analysis of Variance (html)
(Source: Mangia, Salvtore. R Companion for Handbook of Biological Sciences ) Two-Way Anova in R (html)
(Source: C. Patrick Doncaster ) Analysis of Variance and Covariance in R (html)



(5) Other (Applets, Calculators, etc.)


 

 

 

 

 

 

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University of Massachusetts at Amherst
Copyright 2017 University of Massachusetts, Amherst.
This is the course web site for BIOSTATSh 640W, Biostatistics Program, Department of Biostatistics and Epidemiology.
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Page updated: April 24, 2017