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Financial Risk Modelling and Portfolio Optimization with R 2e (Hardcover, 2nd Edition)
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Financial Risk Modelling and Portfolio Optimization with R 2e (Hardcover, 2nd Edition)
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Financial Risk Modelling and Portfolio Optimization with R, 2nd
Edition Bernhard Pfaff, Invesco Global Asset Allocation, Germany A
must have text for risk modelling and portfolio optimization using
R. This book introduces the latest techniques advocated for
measuring financial market risk and portfolio optimization, and
provides a plethora of R code examples that enable the reader to
replicate the results featured throughout the book. This edition
has been extensively revised to include new topics on risk surfaces
and probabilistic utility optimization as well as an extended
introduction to R language. Financial Risk Modelling and Portfolio
Optimization with R: * Demonstrates techniques in modelling
financial risks and applying portfolio optimization techniques as
well as recent advances in the field. * Introduces stylized facts,
loss function and risk measures, conditional and unconditional
modelling of risk; extreme value theory, generalized hyperbolic
distribution, volatility modelling and concepts for capturing
dependencies. * Explores portfolio risk concepts and optimization
with risk constraints. * Is accompanied by a supporting website
featuring examples and case studies in R. * Includes updated list
of R packages for enabling the reader to replicate the results in
the book. Graduate and postgraduate students in finance, economics,
risk management as well as practitioners in finance and portfolio
optimization will find this book beneficial. It also serves well as
an accompanying text in computer-lab classes and is therefore
suitable for self-study.
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