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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
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2. Introduction to Probability
(1) PubHlth 540 2011, (2) additional reading, (3) illustrative applets, (4) calculators (5) computer illustrations.
Download adobe reader (click here)
(1) PubHlth 540 - 2011 |
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Lecture Notes 2011 Unit 2. Introduction to Probability |
(pdf, 55 pp) |
Text, Rosner, Bernard- Fundamentals of Biostatistics, 7th Edition |
Ch 3. Probability pp 38-56 |
Alternative text, Daniel, WW - Biostatistics - A Foundation for Analysis in the Health Sciences, 9th Edition |
Ch 3. Some Basic Probability pp 65-86 |
Homework due Monday October 3, 2011 |
(pdf, 4 pp) |
Solutions to Homework |
(pdf, 5 pp) |
Practice Quiz - Questions |
(pdf, 2 pp) |
Practice Quiz - Solutions |
(pdf, 3 pp) |
FAQ - On Multiplication and Addition of Probabilities - When do I add and when do I multiply? |
(pdf, 2 pp) |
(2) Additional Reading |
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(Source: Tversky A and Kahneman D.) Judgment under Uncertainty: Heuristics and Biases |
(pdf) |
(Source: Tversky A and Kahneman D.) 11. Availability: A heuristic for judging frequency and probability |
(pdf) |
(Source: StatTrek) StatTrek AP Introduction to Probability |
1. Probability
2. Rules of Probability |
(Source: analyzemath.com) Introduction to Probability |
(html) |
(Source: Thinkquest.org) Easy to read (and with examples) introduction to rules of probability with examples
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(html) |
(Source: Statistics Help-on-line) Easy to read introduction to venn diagrams and probability |
(html) |
(Source: Norman Fenton, Queen Mary University of London) One page explanation of Bayes Rule |
(html) |
(Source: analyzemath.com) Probability Questions with Solutions |
(html) |
(Source: Surfstat Australia) An Example of Bayes theorem in medical diagnostics |
(html) |
(Source: Frances Boreland at University of Sydney, 2005) Measures of Frequency and Association - 35 easy to read slides |
(pdf) |
New! 9-23-2011 (Source: TED Talks) aDan Gilbert - On Our Mistaken Expectations - 33 minute video
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(3) Illustrative Applets |
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(Source: P. B. Stark, Berkeley) Venn Diagrams and Probability |
(html) |
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(4) Calculators |
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(Source: Vassar Stats) Backward Probability Template - Good for Bayes Rule |
(html) |
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(5) Computer Illustrations |
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