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Feldname	Details
Dewey Class	519.2
Titel	Markov Decision Processes with Applications to Finance ([Ebook]) / by Nicole Bäuerle, Ulrich Rieder.
Verfasser	Bäuerle, Nicole
Added Personal Name	Rieder, Ulrich
Other name(s)	SpringerLink (Online service)
Veröffentl	Berlin, Heidelberg : Springer , 2011.
Physical Details	XVI, 388 pages, 24 illus. : online resource.
Reihe	Universitext 0172-5939
ISBN	9783642183249
Summary Note	The theory of Markov decision processes focuses on controlled Markov chains in discrete time. The authors establish the theory for general state and action spaces and at the same time show its application by means of numerous examples, mostly taken from the fields of finance and operations research. By using a structural approach many technicalities (concerning measure theory) are avoided. They cover problems with finite and infinite horizons, as well as partially observable Markov decision processes, piecewise deterministic Markov decision processes and stopping problems. The book presents Markov decision processes in action and includes various state-of-the-art applications with a particular view towards finance. It is useful for upper-level undergraduates, Master's students and researchersÂ in both applied probability and finance, and provides exercises (without solutions). Â :
Contents note	Preface -- 1.Introduction and First Examples -- Part I Finite Horizon Optimization Problems and Financial Markets -- 2.Theory of Finite Horizon Markov Decision Processes -- 3.The Financial Markets -- 4.Financial Optimization Problems -- Part II Partially Observable Markov Decision Problems -- 5.Partially Observable Markov Decision Processes -- 6.Partially Observable Markov Decision Problems in Finance -- Part III Infinite Horizon Optimization Problems -- 7.Theory of Infinite Horizon Markov Decision Processes -- 8.Piecewise Deterministic Markov Decision Processes -- 9.Optimization Problems in Finance and Insurance -- Part IV Stopping Problems -- 10.Theory of Optimal Stopping Problems -- 11.Stopping Problems in Finance -- Part V Appendix -- A.Tools from Analysis -- B.Tools from Probability -- C.Tools from Mathematical Finance -- References -- Index.
System details note	Online access to this digital book is restricted to subscription institutions through IP address (only for SISSA internal users).
Internet Site	http://dx.doi.org/10.1007/978-3-642-18324-9
LINKS ZU 'VERWANDTEN WERKEN	Schlagwörter: . Applications of Mathematics . Distribution (Probability theory) . Finance . Markov processes . Mathematics . Probability theory and stochastic processes . Quantitative Finance . Authors: author . Bäuerle, Nicole . Rieder, Ulrich . Corporate Authors: SpringerLink (Online service) . Series: Universitext . Classification: 519.2 . 519.2 (DDC 23) .

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Markov Decision Processes with Applications to Finance

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