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 Handbook of Financial Econometrics, Vol 1 eBook

Handbook of Financial Econometrics, Vol 1


Imprint: North Holland

Format: ePub Encrypted (DRM)

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This collection of original articles-8 years in the making-shines a bright light on recent advances in financial econometrics. From a survey of mathematical and statistical tools for understanding nonlinear Markov processes to an exploration of the time-series evolution of the risk-return tradeoff for stock market investment, noted scholars Yacine Aït-Sahalia and Lars Peter Hansen benchmark the current state of knowledge while contributors build a framework for its growth. Whether in the presence of statistical uncertainty or the proven advantages and limitations of value at risk models, readers will discover that they can set few constraints on the value of this long-awaited volume.



Presents a broad survey of current research-from local characterizations of the Markov process dynamics to financial market trading activity.

Contributors include Nobel Prize laureate Robert Engle and other leading econometricians

Offers a clarity of method and explanation unavailable in other financial econometrics collections

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Title of Business & Economics eBook: Handbook of Financial Econometrics, Vol 1
Release Date: 09-15-2009
Publisher: North Holland

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Parent title Handbook of Financial Econometrics,...
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SKU 9780080929842
File size 7903
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Handbook of Financial Econometrics, Vol 1


Chapter One

Operator Methods for Continuous-Time Markov Processes

Contents

1. Introduction 2 2. Alternative Ways to Model a Continuous-Time Markov Process 3 2.1. Transition Functions 3 2.2. Semigroup of Conditional Expectations 4 2.3. Infinitesimal Generators 5 2.4. Quadratic Forms 7 2.5. Stochastic Differential Equations 8 2.6. Extensions 8 3. Parametrizations of the Stationary Distribution: Calibrating the Long Run 11 3.1. Wong's Polynomial Models 12 3.2. Stationary Distributions 14 3.3. Fitting the Stationary Distribution 15 3.4. Nonparametric Methods for Inferring Drift or Diffusion Coefficients 18 4. Transition Dynamics and Spectral Decomposition 20 4.1. Quadratic Forms and Implied Generators 21 4.2. Principal Components 24 4.3. Applications 30 5. Hermite and Related Expansions of a Transition Density 36 5.1. Exponential Expansion 36 5.2. Hermite Expansion of the Transition Function

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