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Probability for dummies
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- 作者: by Deborah Rumsey
- 出版社:John Wiley & Sons, Inc.
- 出版年:c2006
- 集叢名:--For dummies
- ISBN:9780471751410
- EISBN:9780470043639 EPUB
- 格式:JPG
- 附註:Includes index
Probability For Dummies expands upon students' intuitive understanding of the concept of probability through use of examples and clear explanations of the mathematics. Included within the book is discussion of set theory, counting, permutations and combinations, random variables, conditional probability, joint distributions, conditional expectations, probability modeling, and gambling and actuarial applications. The book also includes a number of sample problems with a minimal reliance on calculus.
- Introduction(第1頁)
- About This Book(第1頁)
- Conventions Used in This Book(第2頁)
- What You’re Not to Read(第2頁)
- Foolish Assumptions(第3頁)
- How This Book Is Organized(第3頁)
- Icons Used in This Book(第5頁)
- Where to Go from Here(第6頁)
- Part I: The Certainty of Uncertainty: Probability Basics(第7頁)
- Chapter 1: The Probability in Everyday Life(第9頁)
- Chapter 2: Coming to Terms with Probability(第19頁)
- Chapter 3: Picturing Probability: Venn Diagrams, Tree Diagrams, and Bayes’ Theorem(第39頁)
- Part II: Counting on Probability and Betting to Win(第65頁)
- Chapter 4: Setting the Contingency Table with Probabilities(第67頁)
- Chapter 5: Applying Counting Rules with Combinations and Permutations(第77頁)
- Chapter 6: Against All Odds: Probability in Gaming(第103頁)
- Part III: From A to Binomial: Basic Probability Models(第129頁)
- Chapter 7: Probability Distribution Basics(第131頁)
- Chapter 8: Juggling Success and Failure with the Binomial Distribution(第151頁)
- Chapter 9: The Normal (but Never Dull) Distribution(第167頁)
- Chapter 10: Approximating a Binomial with a Normal Distribution(第187頁)
- Chapter 11: Sampling Distributions and the Central Limit Theorem(第201頁)
- Chapter 12: Investigating and Making Decisions with Probability(第221頁)
- Part IV: Taking It Up a Notch: Advanced Probability Models(第233頁)
- Chapter 13: Working with the Poisson (a Nonpoisonous) Distribution(第235頁)
- Chapter 14: Covering All the Angles of the Geometric Distribution(第251頁)
- Chapter 15: Making a Positive out of the Negative Binomial Distribution(第261頁)
- Chapter 16: Remaining Calm about the Hypergeometric Distribution(第273頁)
- Part V: For the Hotshots: Continuous Probability Models(第283頁)
- Chapter 17: Staying in Line with the Continuous Uniform Distribution(第285頁)
- Chapter 18: The Exponential (and Its Relationship to Poisson) Exposed(第299頁)
- Part VI: The Part of Tens(第311頁)
- Chapter 19: Ten Steps to a Better Probability Grade(第313頁)
- Chapter 20: Top Ten (Plus One) Probability Mistakes(第323頁)
- Appendix: Tables for Your Reference(第333頁)
- Binomial Table(第333頁)
- Normal Table(第337頁)
- Poisson Table(第340頁)
- Index(第343頁)
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