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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 6. Bernoulli and Binomial Distributions
1. Introduction
2. Learning Module
3. Activities
4. Resources
(1) Introduction 
Video (Source: Steve Stein) Combinations (vs Permutations) (video, 4:11) 
Video (Source: Stat_v1) Understanding Expectation of a Random Variable (video, 7:01) 

ppt INTRODUCTION (Source: Whitlock and Schluter ) For now just read slides 117 of 07  Proportions (pdf, 35 slides) 
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(2) Learning Module 
BIOSTATS 540 Fall 2022 Course Notes 6. Bernoulli and Binomial Distributions (pdf, 26 pp) 
Video (Source: Khan Academy) Statistical Expectation (video, 4:32) 
Video (source: Open Intro Video Series) Introduction to the Binomial Distribution (video, 8:46) 
Homework Questions (5 of them) embedded in course notes here: (pdf, 26 pp)
due Friday October 28, 2022
Last date for submission with NO LOSS OF points: Monday October 31, 2022
Last date for submission for credit (20 points): Friday November 4, 2022 

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(3) Activities 

WORKED EXAMPLES (Source: Mine CetinkayaRundel, Duke University) The Binomial Distribution (pdf, 28 slides) 
WORKED EXAMPLES (Source: StatTrek.com) Tutorial: The Binomial Distribution (html) 
WORKED EXAMPLES (Source: UCLA SOCRE Statistics) AP Statistics: The Binomial Distribution (html) 


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ArtofStat.com 
Interactive Web App (Source: Agresti, Franklin, Klingenberg. Statistics: The Art and Science of Learning From Data) Binomial Distribution (html) 

R 
Video (Source: MarinStats Lectures  R)
R Tutorial 3:1 The Binomial Distribution in R (video, 3:56) 

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(4) Resources 
VIDEO (Source: Steve Stein) Permutations (video, 6:37) 
VIDEO (Source: Steve Stein) Combinations (vs Permutations) (video, 4:11) 
VIDEO (Source: Stat_v1) Understanding Expectation of a Random Variable (video, 7:01) 
Video (Source: Khan Academy) Factorial and Counting Seat Arrangements (video, 5:32) 
Video (Source: Khan Academy) Permutation Formula (video, 7:34) 
Video (Source: Khan Academy) Introduction to Combinations (video, 6:18) 
Video (Source: Khan Academy) Combination Formula (video, 11:16) 
VIDEO (Source: Khan Academy) The Binomial Distribution (video 11:00) 
Artofstat.com CALCULATOR (Source: Agresti, Franklin, Klingenberg. Statistics: The Art and Science of Learning From Data) Binomial Distribution (html) 
CALCULATOR (Source: Vassar Stats) Binomial Distribution Probabilities Calculator (html) 
(Source: Ismor Fischer, University of Wisconsin) Permutations and Combinations, or "How to Count" (pdf, 6 slides) 
(Source: UCLA SOCRE Statistics) AP Statistics: Expectation (Mean) and Variance (html) 
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