Regression

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PubHlth 540 - Fall 2011
Introduction to Biostatistics	Biostatistics and Epidemiology UMass Amherst

Instructor: Carol Bigelow

For Students

Syllabus

Announcements

This Week

Lecture Notes

Homeworks and Exams

Computer Illustrations

Other Resources

Links, by Topic

1. Summarizing Data

2. Introduction to Probability

3. Populations and Samples

4. Bernoulli and Binomal Distributions

5. Normal Distribution

6. Estimation

7. Hypothesis Testing

8. Chi Square Tests

9. Correlation/Regression

v

9. Correlation and Regression
(1) PubHlth 540 2011, (2) additional reading, (3) illustrative applets, (4) calculators (5) computer illustrations.

(1) PubHlth 540 - 2011
Lecture Notes 2011	(pdf, 44 pp)
Text Rosner, Bernard - Fundamentals of Biostatistics, 7th Edition

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(2) Additional Reading
(Source: Stat Trel AP Statistics Tutorial) Correlation and Linearity	(html)
(Source: Stat Trel AP Statistics Tutorial) Least Squares Linear Regression	(html)
(Source: Penn State Department of Statistics) Least Squares Linear Regression Online Lectures (nice)	(lesson 12.1) (lesson 12.2) (lesson 12.3)

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(3) Illustrative Applets
(Source: University of South Carolina) Least Squares Demo	(html)

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(4) Calculators
(Source: University of Illinois Department of Statistics) Least Squares Linear Regression	(html)

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(5) Computer Illustrationss
Stata *(Source: UCLA Academic Technology Services)* Regression with Stata**	(html)
SAS *(Source: Columbia University)* Tutorial on Simple Linear Regression with SAS**	(pdf)

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University of Massachusetts at Amherst

Copyright 2011 University of Massachusetts, Amherst.
This is the course web site for PubHlth 540W, Biostatistics and Epidemiology.
Produced and maintained by the School of Public Health and Health Sciences.
Send comments or questions about this web site to cbigelow@schoolph.umass.edu.
Page updated: December 5, 2011