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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 3. Probability Basics
1. Introduction
2. Learning Module
3. Activities
4. Resources
(1) Introduction 
VIDEO INTRODUCTION (Source: Northern Arizona University) Basic Probability Rules (video: 11:38) 
VIDEO INTRODUCTION (Source: TED Talks) Dan Gilbert Why We Make Bad Decisions 33 minute video (html) 
AT A GLANCE (source: Stat Trek AP Statistics Online Training) Probability (video, 10:46) 
STATISTICS IN PRACTICE (Source: Tversky A and Kahneman D 1973 Cognitive Psychology 4: 20732) Availability: A hueristic for judging frequency and probability (pdf, 16 pp) 
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(2) Learning Module 
BIOSTATS 540 Fall 2021 Course Notes Probability Basics (pdf, 43 pp) 
Homework Questions are embedded in course notes 3. Probability Basics (pdf, 43 pp)
due Friday October 8, 2021
Last date for submission w 10 points: Monday October 11, 2021
Last date for submission
for credit (20 points):Friday October 15, 2021 

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(3) Activities 
WORKED EXAMPLES (Source: www.intmath.com) Probability of an Event (html) 
WORKED EXAMPLES (Source: www.intmath.com) Independent and Dependent Events (html) 
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(4) Resources 
VIDEO (Source: TED Talks) Dan Gilbert Why We Make Bad Decisions 33 minute video (html) 
VIDEO (Source: TEDEd) The Last Banana  A Thought Experiment in Probability (video 4:09) 
(source: Tversky A and Kahneman D Science 1974 Vol. 185, No. 4157, pp 11241131) Judgement under Uncertainty: Heuristics and Biases (pdf, 8 pp) 
VIDEO Series (Source: Kahn Academy) Basic Probability Videos (html) 
VIDEOS
(source: Stat Trek AP Statistics Online Training) Probability (video, 10:46)
(source: Stat Trek AP Statistics Online Training) Rules of Probability (video, 16:20) 

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