Stochastic Modeling in Economics and Finance

Jitka Dupačová, Jan Hurt, Josef à těpán (auth.)9781402008405, 1402008406

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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Table of contents :

Content:
Front Matter….Pages i-xiii
Fundamentals….Pages 1-102
Discrete Time Stochastic Decision Models….Pages 103-230
Stochastic Analysis and Diffusion Finance….Pages 231-368
Back Matter….Pages 369-386