Probability and Statistical Models: Foundations for Problems in Reliability and Financial Mathematics
(Sprache: Englisch)
Constituting the thoroughly refereed post-conference proceedings of the twelfth Advances in Computer Games conference held in Spain in 2009, the 20 revised full papers cover topics from Bayesian modeling to incongruity theory and data assurance.
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Produktinformationen zu „Probability and Statistical Models: Foundations for Problems in Reliability and Financial Mathematics “
Constituting the thoroughly refereed post-conference proceedings of the twelfth Advances in Computer Games conference held in Spain in 2009, the 20 revised full papers cover topics from Bayesian modeling to incongruity theory and data assurance.
Klappentext zu „Probability and Statistical Models: Foundations for Problems in Reliability and Financial Mathematics “
With an emphasis on models and techniques, this textbook introduces many of the fundamental concepts of stochastic modeling that are now a vital component of almost every scientific investigation. In particular, emphasis is placed on laying the foundation for solving problems in reliability, insurance, finance, and credit risk.
The material has been carefully selected to cover the basic concepts and techniques on each topic, making this an ideal introductory gateway to more advanced learning. With exercises and solutions to selected problems accompanying each chapter, this textbook is for a wide audience including advanced undergraduate and beginning-level graduate students, researchers, and practitioners in mathematics, statistics, engineering, and economics.
Inhaltsverzeichnis zu „Probability and Statistical Models: Foundations for Problems in Reliability and Financial Mathematics “
Preliminaries.- Exponential Distribution.- Poisson Process.- Parametric Families of Lifetime Distributions.- Lifetime Distribution Classes.- Multivariate Lifetime Distributions.- Association and Dependence.- Renewal Theory.- Risk Theory.- Asset Pricing Theory.- Credit Risk Modeling.
Autoren-Porträt von Arjun K. Gupta, Wei-Bin Zeng, Wu Yanhong
Arjun K. Gupta is the author of a previous Birkhäuser book: Gupta/Chen, "Parametric Statistical Change Point Analysis," (978-0-8176-4169-6, 2000, 184 p.)
Bibliographische Angaben
- Autoren: Arjun K. Gupta , Wei-Bin Zeng , Wu Yanhong
- 2010, 2010., 267 Seiten, Maße: 16,5 x 24,1 cm, Gebunden, Englisch
- Verlag: Springer
- ISBN-10: 0817649867
- ISBN-13: 9780817649869
Sprache:
Englisch
Rezension zu „Probability and Statistical Models: Foundations for Problems in Reliability and Financial Mathematics “
From the reviews: "This is a nice introductory textbook on stochastic processes, basically devoted to the Poisson process and its variants. The basic results are well illustrated by many examples with many problems at the end of each chapter. ... The book is suitable for students that do not have an advanced training in the measure-theoretic aspects of probability or stochastic integration." (Henryk Gzyl, Zentralblatt MATH, Vol. 1215, 2011)
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