Financial Risk Modelling and Portfolio Optimization with R

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Autor principal: Pfaff, Bernhard
Publicado:
John Wiley & Sons, Incorporated
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Acceso en línea:Full Text - Ebook
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035 |a 2132891373 
045 0 |b d20161003 
100 1 |a Pfaff, Bernhard 
245 1 |a Financial Risk Modelling and Portfolio Optimization with R 
260 |a GB  |b John Wiley & Sons, Incorporated  |c Oct 3, 2016 
513 |a Book 
520 3 |a 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. 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. Bernhard Eugen Heinrich Pfaff, Director, Invesco Asset Management Deutschland GmbH, Germany. 
653 |a Statistics 
653 |a Programming languages 
653 |a Computers 
653 |a Investments 
653 |a Optimization techniques 
653 |a Securities 
653 |a Economic conditions 
653 |a Securities markets 
653 |a Finance 
653 |a Probability 
653 |a Business conditions 
653 |a Mathematics 
653 |a Asset allocation 
653 |a Risk management 
653 |a Financial risk--Mathematical models. ; Portfolio management. ; R (Computer program language) 
653 |a Self study 
653 |a Graduate students 
653 |a Case studies 
653 |a Portfolio management 
773 0 |t Financial Risk Modelling and Portfolio Optimization with R  |g (Oct 3, 2016) 
786 0 |d ProQuest  |t Ebook Central 
856 4 0 |3 Full Text - Ebook  |u https://www.proquest.com/docview/2132891373//embedded/L8HZQI7Z43R0LA5T?source=fedsrch