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Empirical Techniques in Finance
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Empirical Techniques in Finance

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ISBN-13:
9783540276425
Einband:
Ebook
Erscheinungsdatum:
09.05.2005
Seiten:
243
Autor:
Ramaprasad Bhar
Serie:
Springer Finance
eBook Typ:
PDF
eBook Format:
PDF
Kopierschutz:
1 - PDF Watermark
Sprache:
Englisch
Beschreibung:

"The rapid advances in financial technology in the past decade have led to a commensurate increase in sophistication for modelling techniques needed by the researchers for the understanding of financial markets. The book aims at equipping graduate students, market analysts and others with a wide range of empirical techniques. It not only discusses the analytical structures behind such modelling approaches, but also explains how they are applied to actual data. Besides traditional elements of financial econometrics and statistical techniques commonly used in quantitative finance, the book covers: estimation of parametric and non-parametric models; advanced tools to deal with unobserved components; discrete time models of asset prices and of interest rates. Illustrations include speculative equity prices, equity and currency risk premium as well as real investment opportunity analysis and interest rate contingent claim valuation. TOC:Introduction.- Basic Probability Theory and Markov Chains.- Estimation Techniques.- Non-Parametric Method of Estimation.- Unit Root, Cointegration and Related Issues.- VAR Modeling.- Time Varying Volatility Models.- State-Space Models (I).- State-Space Models (II).- Discrete Time Real Asset Valuation Model.- Discrete Time Model of Interest Rate.- Global Bubbles in Stock Markets and Linkages.- Forward FX Market and the Risk Premium.- Equity Risk Premia from Derivative Prices.- Index."
Basic Probability Theory and Markov Chains.- Estimation Techniques.- Non-Parametric Method of Estimation.- Unit Root, Cointegration and Related Issues.- VAR Modeling.- Time Varying Volatility Models.- State-Space Models (I).- State-Space Models (II).- Discrete Time Real Asset Valuation Model.- Discrete Time Model of Interest Rate.- Global Bubbles in Stock Markets and Linkages.- Forward FX Market and the Risk Premium.- Equity Risk Premia from Derivative Prices.
This book offers the opportunity to study and experience advanced empi- cal techniques in finance and in general financial economics. It is not only suitable for students with an interest in the field, it is also highly rec- mended for academic researchers as well as the researchers in the industry. The book focuses on the contemporary empirical techniques used in the analysis of financial markets and how these are implemented using actual market data. With an emphasis on Implementation, this book helps foc- ing on strategies for rigorously combing finance theory and modeling technology to extend extant considerations in the literature. The main aim of this book is to equip the readers with an array of tools and techniques that will allow them to explore financial market problems with a fresh perspective. In this sense it is not another volume in eco- metrics. Of course, the traditional econometric methods are still valid and important; the contents of this book will bring in other related modeling topics that help more in-depth exploration of finance theory and putting it into practice. As seen in the derivatives analysis, modern finance theory requires a sophisticated understanding of stochastic processes. The actual data analyses also require new Statistical tools that can address the unique aspects of financial data. To meet these new demands, this book explains diverse modeling approaches with an emphasis on the application in the field of finance.

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