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BIOSTATS 540 - Fall 2022
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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Unit Lecture Notes

 

 

Unit Lecture Notes
Welcome - Course Introduction 2022
 Posted 8/30/2022 (pdf, 19 pp)
1. Summarizing Data 2022
 Posted 9/13/2022 (pdf, 50 pp)
2. Data Visualization 2022
 Posted 9/19/2022 (pdf, 41 pp)
Right click to download (icu_540.xlsx)
Right click to download (icu_540.Rdata)
3. Probability Basics 2022
 Posted 9/26/2022 (pdf, 43 pp)
4. Probabilities in Epidemiology 2022
 Posted 10/3/2022 (pdf, 27 pp)
5. Populations and Samples 2022
 Posted 10/10/2022 (pdf, 40 pp)
6. Bernoulli and Binomial Distributions 2022
 Posted 10/18/2022 (pdf, 26 pp)
7. Normal Distribution 2022
 Posted 10/24/2022 (pdf, 32 pp)
8. Statistical Literacy: Introduction to Estimation and Testing 2022
 Posted 10/31/2022 (pdf, 47 pp)
Supplement: Normal, t, Chi Square, F, Sums of Normals (pdf, 22 pp)
9. One Sample Inference 2022
 Posted 11/9/2022 (pdf, 73 pp)
10. Two Sample Inference 2022
 Posted 11/26/2022 (pdf, 36 pp)
11. Chi Square Tests 2022
 Posted 1/3/2023 (pdf, 40 pp)
12. Regression and Correlation 2022
 Posted 1/3/2023 (pdf, 55 pp)






 
   

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Page updated: December 6, 2022