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BIOSTATS 540 - Fall 2017
Introduction to Biostatistics
Biostatistics and Epidemiology
UMass Amherst
Instructor: Carol Bigelow




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Course Unit Pages

1. Summarizing Data

2. Data Visualization

3. Probability: Basics

4. Probabilities in Epidemiology

5. Populations and Samples

6. Bernoulli and Binomal Distributions


7. Normal Distribution


8. Statistical Literacy: Estimation and Hypothesis Testing


9. One Sample Inference

10. Two Sample Inference


11. Chi Square Tests


12. Simple Linear Regression and Correlation

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Other Resources
1. Math basics
2. Computer basics
3. R
4. Stata
5. Probability Distribution Calculators
6. Other Introductory Biostatistics Courses

(1) Math Basics
(Source: Math Centre, UK) Tutorial on Summation Notation and Calculations(pdf, 10 pp)
Review of Logarithms and Exponents (pdf, 4 pp)
Review of Algebra (source: stewartcalculus.com) (html)
Review of Logarithms (source: Texas A&M) (html)
The algebra of logarithms and exponents (source: Math Forum) (html)
Math Camp Lectures (source: University of Washington CSSS) (html)
 
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(2) Computer Basics
How to Submit HOMEWORK to Blackboard Learn (pdf, 1 pp)
How to Screen Capture - PC User or MAC User (pdf, 2 pp)
Computer Basics (source: Jan Smith) (html)
Lessons in computer basics (source: Computer Basics and Beyond) (html)
 
 
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(3) R Learning Resources
How to Download and Install R and R Studio - WINDOWS Users (pdf, 2 pp)
How to Download and Install R and R Studio - MAC Users (pdf, 2 pp)
 
 
 

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(4) Stata Learning Resources
How to Download and Install Stata (pdf, 3 pp)
Resources to Help You Learn and Use Stata (source: UCLA) (html)
 

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(5) Probability Distribution Calculators
Binomial (html- Vassar Stats)
(Source: Agresti, Franklin, Klingenberg The Art and Science of Learning From Data) The Binomial Distribution(html)

Normal
(Source: Agresti, Franklin, Klingenberg The Art and Science of Learning From Data) The Normal Distribution (html)

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(6) Other Introductory Courses in Biostatistics & Notes
Methods in Biostatistics I (source: JHSPH Open Courseware) (html)
Concepts and Applications of Inferential Statistics (source: Richard Lowry, Vassar College) (html)
BMJ Statistics Notes Series (source: British Medical Journal) (html)
 
 

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University of Massachusetts at Amherst
Copyright 2017 University of Massachusetts, Amherst.
This is the course web site for BIOSTATS 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: October 20, 2017