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Random Dynamical Systems in Finance (Paperback)
Loot Price: R1,848
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Random Dynamical Systems in Finance (Paperback)
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The theory and applications of random dynamical systems (RDS) are
at the cutting edge of research in mathematics and economics,
particularly in modeling the long-run evolution of economic systems
subject to exogenous random shocks. Despite this interest, there
are no books available that solely focus on RDS in finance and
economics. Exploring this emerging area, Random Dynamical Systems
in Finance shows how to model RDS in financial applications.
Through numerous examples, the book explains how the theory of RDS
can describe the asymptotic and qualitative behavior of systems of
random and stochastic differential/difference equations in terms of
stability, invariant manifolds, and attractors. The authors present
many models of RDS and develop techniques for implementing RDS as
approximations to financial models and option pricing formulas. For
example, they approximate geometric Markov renewal processes in
ergodic, merged, double-averaged, diffusion, normal deviation, and
Poisson cases and apply the obtained results to option pricing
formulas. With references at the end of each chapter, this book
provides a variety of RDS for approximating financial models,
presents numerous option pricing formulas for these models, and
studies the stability and optimal control of RDS. The book is
useful for researchers, academics, and graduate students in RDS and
mathematical finance as well as practitioners working in the
financial industry.
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