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Stochastic Modeling in Economics and Finance: Applied Optimization, cartea 75

Autor Jitka Dupacova, J. Hurt, J. Stepan
en Limba Engleză Hardback – 31 aug 2002
In Part I, the fundamentals of financial thinking and elementary mathematical methods of finance are presented. The method of presentation is simple enough to bridge the elements of financial arithmetic and complex models of financial math developed in the later parts. It covers characteristics of cash flows, yield curves, and valuation of securities.
Part II is devoted to the allocation of funds and risk management: classics (Markowitz theory of portfolio), capital asset pricing model, arbitrage pricing theory, asset & liability management, value at risk. The method explanation takes into account the computational aspects.
Part III explains modeling aspects of multistage stochastic programming on a relatively accessible level. It includes a survey of existing software, links to parametric, multiobjective and dynamic programming, and to probability and statistics. It focuses on scenario-based problems with the problems of scenario generation and output analysis discussed in detail and illustrated within a case study.
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Specificații

ISBN-13: 9781402008405
ISBN-10: 1402008406
Pagini: 404
Ilustrații: XIV, 386 p.
Dimensiuni: 155 x 235 x 27 mm
Greutate: 0.76 kg
Ediția:2002
Editura: Springer Us
Colecția Springer
Seria Applied Optimization

Locul publicării:New York, NY, United States

Public țintă

Research

Cuprins

Fundamentals.- Discrete Time Stochastic Decision Models.- Stochastic Analysis and Diffusion Finance.

Recenzii

From the reviews:
"The monograph presents a complete overview on stochastic modeling in finance and economics. … the mathematical approach is accessible to a wide audience. … A comprehensive bibliography and index complete the book. The volume can be used in introductory graduate courses, and as a reference text for researchers in probability, statistics and operations research … ." (Emilia Di Lorenzo, Zentralblatt MATH, Vol. 1094 (20), 2006)