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Ruin probabilities
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ISBN: 1785482181 0081020988 9780081020982 9781785482182 Year: 2016 Publisher: [Place of publication not identified] Elsevier

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Ruin probabilities : smoothness, bounds, supermartingale approach
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ISBN: 9780081020982 0081020988 Year: 2016 Publisher: [Place of publication not identified] Elsevier

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Ruin Probabilities: Smoothness, Bounds, Supermartingale Approach deals with continuous-time risk models and covers several aspects of risk theory. The first of them is the smoothness of the survival probabilities. In particular, the book provides a detailed investigation of the continuity and differentiability of the infinite-horizon and finite-horizon survival probabilities for different risk models. Next, it gives some possible applications of the results concerning the smoothness of the survival probabilities. Additionally, the book introduces the supermartingale approach, which generalizes the martingale one introduced by Gerber, to get upper exponential bounds for the infinite-horizon ruin probabilities in some generalizations of the classical risk model with risky investments.


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Stochastic Calculus for Fractional Brownian Motion and Related Processes
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ISBN: 9783540758730 Year: 2008 Publisher: Berlin, Heidelberg Springer-Verlag Berlin Heidelberg

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Ruin probabilities : smoothness, bounds, supermartingale approach
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Year: 2016 Publisher: London, [England] ; Oxford, [England] : ISTE Press : Elsevier,

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Discrete-Time Approximations and Limit Theorems
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ISBN: 9783110654240 Year: 2021 Publisher: Berlin Boston

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Ruin probabilities : smoothness, bounds, supermartingale approach
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Year: 2016 Publisher: London, [England] ; Oxford, [England] : ISTE Press : Elsevier,

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Parameter Estimation in Fractional Diffusion Models
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ISBN: 3319710303 331971029X Year: 2017 Publisher: Cham : Springer International Publishing : Imprint: Springer,

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This book is devoted to parameter estimation in diffusion models involving fractional Brownian motion and related processes. For many years now, standard Brownian motion has been (and still remains) a popular model of randomness used to investigate processes in the natural sciences, financial markets, and the economy. The substantial limitation in the use of stochastic diffusion models with Brownian motion is due to the fact that the motion has independent increments, and, therefore, the random noise it generates is “white,” i.e., uncorrelated. However, many processes in the natural sciences, computer networks and financial markets have long-term or short-term dependences, i.e., the correlations of random noise in these processes are non-zero, and slowly or rapidly decrease with time. In particular, models of financial markets demonstrate various kinds of memory and usually this memory is modeled by fractional Brownian diffusion. Therefore, the book constructs diffusion models with memory and provides simple and suitable parameter estimation methods in these models, making it a valuable resource for all researchers in this field. The book is addressed to specialists and researchers in the theory and statistics of stochastic processes, practitioners who apply statistical methods of parameter estimation, graduate and post-graduate students who study mathematical modeling and statistics.


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Asymptotic Analysis of Unstable Solutions of Stochastic Differential Equations
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ISBN: 3030412911 3030412903 Year: 2020 Publisher: Cham : Springer International Publishing : Imprint: Springer,

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This book is devoted to unstable solutions of stochastic differential equations (SDEs). Despite the huge interest in the theory of SDEs, this book is the first to present a systematic study of the instability and asymptotic behavior of the corresponding unstable stochastic systems. The limit theorems contained in the book are not merely of purely mathematical value; rather, they also have practical value. Instability or violations of stability are noted in many phenomena, and the authors attempt to apply mathematical and stochastic methods to deal with them. The main goals include exploration of Brownian motion in environments with anomalies and study of the motion of the Brownian particle in layered media. A fairly wide class of continuous Markov processes is obtained in the limit. It includes Markov processes with discontinuous transition densities, processes that are not solutions of any Itô's SDEs, and the Bessel diffusion process. The book is self-contained, with presentation of definitions and auxiliary results in an Appendix. It will be of value for specialists in stochastic analysis and SDEs, as well as for researchers in other fields who deal with unstable systems and practitioners who apply stochastic models to describe phenomena of instability. .


Book
Stochastic Calculus for Fractional Brownian Motion and Related Processes
Authors: ---
ISBN: 9783540758730 Year: 2008 Publisher: Berlin, Heidelberg Springer-Verlag Berlin Heidelberg

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The theory of fractional Brownian motion and other long-memory processes are addressed in this volume. Interesting topics for PhD students and specialists in probability theory, stochastic analysis and financial mathematics demonstrate the modern level of this field. Among these are results about Levy characterization of fractional Brownian motion, maximal moment inequalities for Wiener integrals including the values 0


Digital
Parameter Estimation in Fractional Diffusion Models
Authors: --- ---
ISBN: 9783319710303 Year: 2017 Publisher: Cham Springer International Publishing

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This book is devoted to parameter estimation in diffusion models involving fractional Brownian motion and related processes. For many years now, standard Brownian motion has been (and still remains) a popular model of randomness used to investigate processes in the natural sciences, financial markets, and the economy. The substantial limitation in the use of stochastic diffusion models with Brownian motion is due to the fact that the motion has independent increments, and, therefore, the random noise it generates is “white,” i.e., uncorrelated. However, many processes in the natural sciences, computer networks and financial markets have long-term or short-term dependences, i.e., the correlations of random noise in these processes are non-zero, and slowly or rapidly decrease with time. In particular, models of financial markets demonstrate various kinds of memory and usually this memory is modeled by fractional Brownian diffusion. Therefore, the book constructs diffusion models with memory and provides simple and suitable parameter estimation methods in these models, making it a valuable resource for all researchers in this field. The book is addressed to specialists and researchers in the theory and statistics of stochastic processes, practitioners who apply statistical methods of parameter estimation, graduate and post-graduate students who study mathematical modeling and statistics.

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