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Statistical Models in Epidemiology

ISBN: 9780199671182 | 0199671184
Edition: 1st
Format: Paperback
Publisher: Oxford University Press, USA
Pub. Date: 3/1/2013

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SummaryTable of Contents
This self-contained account of the statistical basis of epidemiology has been written specifically for those with a basic training in biology, therefore no previous knowledge is assumed and the mathematics is deliberately kept at a manageable level. The authors show how all statistical analysis of data is based on probability models, and once one understands the model, analysis follows easily. In showing how to use models in epidemiology the authors have chosen to emphasize the role of likelihood, an approach to statistics which is both simple ... MORE

I. Probability Models and Likelihood
1. Probability models
2. Conditional probability models
3. Likelihood
4. Consecutive follow-up intervals
5. Rates
6. Time
7. Competing risks and selection
8. The Gaussian probability model
9. Approximate likelihoods
10. Likelihood, probability, and confidence
11. Null hypotheses and p-values
12. Small studies
13. Likelihoods for the rate ratio
14. Confounding and standardization
15. Comparison of rates within strata
16. Case-control studi... MORE


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