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Book Cover
E-book
Author Taylor, Stephen (Stephen J.), author.

Title Asset price dynamics, volatility, and prediction / Stephen J. Taylor
Published Princeton, N.J. : Princeton University Press, 2007, ©2005

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Description 1 online resource (xv, 525 pages) : illustrations
Contents I. Foundations. Prices and returns ; Stochastic processes : definitions and examples ; Stylized facts for financial returns -- II. Conditional expected returns. The variance-ratio test of the random walk hypothesis ; Further tests of the random walk hypothesis ; Trading rules and market efficiency -- III. Volatility processes. An introduction to volatility ; ARCH models : definitions and examples ; ARCH models : selection and likelihood methods ; Stochastic volatility models -- IV. High-frequency methods. High-frequency data and models -- V. Inferences from option prices. Continuous-time stochastic processes ; Option pricing formulae ; Forecasting volatility ; Density prediction for asset prices
Summary This book shows how current and recent market prices convey information about the probability distributions that govern future prices. Moving beyond purely theoretical models, Stephen Taylor applies methods supported by empirical research of equity and foreign exchange markets to show how daily and more frequent asset prices, and the prices of option contracts, can be used to construct and assess predictions about future prices, their volatility, and their probability distributions. Stephen Taylor provides a comprehensive introduction to the dynamic behavior of asset prices, relying on finance
Bibliography Includes bibliographical references (pages 473-501) and indexes
Notes English
Print version record
Subject Capital assets pricing model.
Finance -- Mathematical models.
BUSINESS & ECONOMICS -- Investments & Securities -- General.
BUSINESS & ECONOMICS -- Econometrics.
Capital assets pricing model
Finance -- Mathematical models
Capital-Asset-Pricing-Modell
Kapitalmarkt
Form Electronic book
ISBN 9781400839254
1400839254
128299204X
9781282992047
9786612992049
6612992042