| 书目名称 | Probability and Statistical Models | | 副标题 | Foundations for Prob | | 编辑 | Arjun K. Gupta,Wei-Bin Zeng,Yanhong Wu | | 视频video | | | 概述 | Lays the foundation for solving problems in reliability, insurance, finance, and credit risk.Exercises and solutions to selected problems accompany each chapter.Many of the chapters that examine centr | | 图书封面 |  | | 描述 | Probability models are now a vital componentof every scienti c investigation. This book is intended to introduce basic ideas in stochastic modeling, with emphasis on models and techniques. These models lead to well-known parametric lifetime distributions, such as exponential, Weibull, and gamma distributions, as well as the change-point and mixture models. They also motivate us to consider more general notions of nonparametric lifetime distribution classes. Particular attention has been paid to their applications in reliability, insurance mathematics, and economics. The following topics are the focus in this volume: 1. Exponential Distributions and the Poisson Process; 2. Parametric Lifetime Distributions; 3. Nonparametric Lifetime Distribution Classes; 4. Multivariate Exponential Extensions; 5. Association and Dependence; 6. Renewal Theory; 7. Applications to Reliability, Insurance, Finance, and Credit Risk. Chapter1providesnotationandbasicresultsinprobabilitytheorythatareneeded in the consequent chapters. Chapters 2 and 3 are devoted to models related to exponential distribution and Poisson processes. Particular attentions is paid to the characterizations of exponential distribut | | 出版日期 | Textbook 2010 | | 关键词 | Poisson process; STATISTICA; Weibull distributions; change-point models; exponential distribution; gamma | | 版次 | 1 | | doi | https://doi.org/10.1007/978-0-8176-4987-6 | | isbn_ebook | 978-0-8176-4987-6 | | copyright | Birkhäuser Boston 2010 |
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发表于 2025-3-21 19:50:37
