Asymptotic Statistics in Insurance Risk Theory (eBook)
X, 110 Seiten
Springer Singapore (Verlag)
978-981-16-9284-0 (ISBN)
This book begins with the fundamental large sample theory, estimating ruin probability, and ends by dealing with the latest issues of estimating the Gerber-Shiu function. This book is the first to introduce the recent development of statistical methodologies in risk theory (ruin theory) as well as their mathematical validities. Asymptotic theory of parametric and nonparametric inference for the ruin-related quantities is discussed under the setting of not only classical compound Poisson risk processes (Cramér-Lundberg model) but also more general Lévy insurance risk processes.
The recent development of risk theory can deal with many kinds of ruin-related quantities: the probability of ruin as well as Gerber-Shiu's discounted penalty function, both of which are useful in insurance risk management and in financial credit risk analysis. In those areas, the common stochastic models are used in the context of the structural approach of companies' default. So far, the probabilistic point of view has been the main concern for academic researchers. However, this book emphasizes the statistical point of view because identifying the risk model is always necessary and is crucial in the final step of practical risk management.Yasutaka Shimizu has a degree in Mathematics and a Ph.D. in Mathematical Science from The University of Tokyo. His first academic career is an assistant professor at Osaka University in 2005 and became an associate professor at the same department in 2011. He moved to Waseda University and became a full professor in 2017. His research is focused on Mathematical Statistics, especially in asymptotic theory, and its applications to insurance and finance.
This book begins with the fundamental large sample theory, estimating ruin probability, and ends by dealing with the latest issues of estimating the Gerber-Shiu function. This book is the first to introduce the recent development of statistical methodologies in risk theory (ruin theory) as well as their mathematical validities. Asymptotic theory of parametric and nonparametric inference for the ruin-related quantities is discussed under the setting of not only classical compound Poisson risk processes (Cramer-Lundberg model) but also more general Levy insurance risk processes.The recent development of risk theory can deal with many kinds of ruin-related quantities: the probability of ruin as well as Gerber Shiu s discounted penalty function, both of which are useful in insurance risk management and in financial credit risk analysis. In those areas, the common stochastic models are used in the context of the structural approach of companies default. So far, the probabilistic point of view has been the main concern for academic researchers. However, this book emphasizes the statistical point of view because identifying the risk model is always necessary and is crucial in the final step of practical risk management.
| Erscheint lt. Verlag | 21.1.2022 |
|---|---|
| Reihe/Serie | JSS Research Series in Statistics |
| JSS Research Series in Statistics | |
| JSS Research Series in Statistics | |
| SpringerBriefs in Statistics | SpringerBriefs in Statistics |
| Zusatzinfo | X, 110 p. 1 illus. |
| Sprache | englisch |
| Themenwelt | Mathematik / Informatik ► Mathematik ► Statistik |
| Mathematik / Informatik ► Mathematik ► Wahrscheinlichkeit / Kombinatorik | |
| Naturwissenschaften | |
| Sozialwissenschaften ► Soziologie ► Empirische Sozialforschung | |
| Wirtschaft ► Allgemeines / Lexika | |
| Wirtschaft ► Betriebswirtschaft / Management ► Allgemeines / Lexika | |
| Betriebswirtschaft / Management ► Spezielle Betriebswirtschaftslehre ► Versicherungsbetriebslehre | |
| Wirtschaft ► Betriebswirtschaft / Management ► Unternehmensführung / Management | |
| Schlagworte | Asymptotic Theory • Gerber-Shiu Function • Risk Management • Ruin Probabilities • Statistical Inference |
| ISBN-10 | 981-16-9284-X / 981169284X |
| ISBN-13 | 978-981-16-9284-0 / 9789811692840 |
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