(eBook PDF) Handbook of Probability – Digital Ebook – Instant Delivery Download
Product details:
- ISBN-10 : 0470647272
- ISBN-13 : 978-0470647271
- Author: Ionut Florescu, Ciprian A. Tudor
Written in a clear, accessible, and comprehensive manner, the Handbook of Probability presents the fundamentals of probability with an emphasis on the balance of theory, application, and methodology. Utilizing basic examples throughout, the handbook expertly transitions between concepts and practice to allow readers an inclusive introduction to the field of probability.
Table contents:
1. History of Probability Theory
2. Frequentist Probability Theory
3. Subjective Probability
4. Paradoxes in Probability Theory
5. Probability Theory in Statistics
6. The Bayesian Approach to Statistics
7. Design of Experiments
8. Causation and Causal Inference: Defining, Identifying, and Estimating Causal Effects
9. Randomness and Computation
10. Time-Series Analysis
11. Survival Analysis
12. Probabilistic Sampling
13. Panel Studies
14. Probabilistic Methods in Surveys and Offical Statistics
15. Probabilistic Models of Measurement Errors
16. Statistical Models for the Development of Psychological and Educational Tests
17. Probabilistic Simulation Models of Society
18. Probabilistic Network Analysis
19. Gambling
20. Insurance
21. Credit Scoring
22. Investment Portfolios and Stock Pricing
23. Expert Systems
24. Probability and Evidence
25. Probability in the Courtroom
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