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概率和鞅
作者:(英)威廉姆斯 著
出版社:世界图书出版公司
出版时间:2008-09-01
ISBN:9787506292511
定价:¥39.00
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内容简介
《概率和鞅》是一部现代概率本科教程,内容生动,叙述严格,主要以离散时间的Doob鞅理论为框架,证明了Kolmogorov强大数定理和三级数理论以及通过运用特征函数的中心极限定理这些重要的结果。概率论作为一门应用学科已经广泛的应用于物理、工程、生物、经济以及社会科学等众多领域。
作者简介
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目录
Preface-please read!
A Question of Terminology
A Guide to Notation
Chapter 0 A Branching-Process Example
PAPR A: FOUNDATIONS
Chapter 1 Measure Spaces
Chapter 2 Events
Chapter 3 Random Variables
Chapter 4 Independence
Chapter 5 Integration
Chapter 6 Expectation
Chapter 7 An Easy Strong Law
Chapter 8 Product Measure
PART B: MARTINGALE THEORY
Chapter 9 Conditional Expectation
Chapter 10 Martingales
Chapter 11 The Convergence Theorem
Chapter 12 Martingales Bounded in
Chapter 13 Uniform Integrability
Chapter 14 UI Martingales
Chapter 15 Applications
PART C CHARACTERISTIC FUNCTIONS
Chapter 16 Basic Properties of CFs
Chapter 17 Weak Convergence
Chapter 18 The Central Limit Theorem
APPENDICES
Chapter A1:Appendix to Chapter 1
Chapter A3:Appendix to Chapter 3
Chapter A4:Appendix to Chapter 4
Chapter A5:Appendix to Chapter 5
Chapter A9:Appendix to Chapter 9
Chapter A13:Appendix to Chapter 13
Chapter A14:Appendix to Chapter 14
Chapter A18:Appendix to Chapter 16
Chapter E: Exercises
References
Index
A Question of Terminology
A Guide to Notation
Chapter 0 A Branching-Process Example
PAPR A: FOUNDATIONS
Chapter 1 Measure Spaces
Chapter 2 Events
Chapter 3 Random Variables
Chapter 4 Independence
Chapter 5 Integration
Chapter 6 Expectation
Chapter 7 An Easy Strong Law
Chapter 8 Product Measure
PART B: MARTINGALE THEORY
Chapter 9 Conditional Expectation
Chapter 10 Martingales
Chapter 11 The Convergence Theorem
Chapter 12 Martingales Bounded in
Chapter 13 Uniform Integrability
Chapter 14 UI Martingales
Chapter 15 Applications
PART C CHARACTERISTIC FUNCTIONS
Chapter 16 Basic Properties of CFs
Chapter 17 Weak Convergence
Chapter 18 The Central Limit Theorem
APPENDICES
Chapter A1:Appendix to Chapter 1
Chapter A3:Appendix to Chapter 3
Chapter A4:Appendix to Chapter 4
Chapter A5:Appendix to Chapter 5
Chapter A9:Appendix to Chapter 9
Chapter A13:Appendix to Chapter 13
Chapter A14:Appendix to Chapter 14
Chapter A18:Appendix to Chapter 16
Chapter E: Exercises
References
Index
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