The Econometrics of Financial Markets
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John Y. Campbell
, Andrew W. Lo and A. Craig MacKinlay
About this book
A landmark book on quantitative methods in financial markets for graduate students and finance professionals
Recent decades have seen an extraordinary growth in the use of quantitative methods in financial markets. Finance professionals routinely use sophisticated statistical techniques in portfolio management, proprietary trading, risk management, financial consulting, and securities regulation. This graduate-level textbook is designed for PhD students, advanced MBA students, and industry professionals interested in the econometrics of financial modeling. The book covers the entire spectrum of empirical finance, including the predictability of asset returns, tests of the Random Walk Hypothesis, the microstructure of securities markets, event analysis, the Capital Asset Pricing Model and the Arbitrage Pricing Theory, the term structure of interest rates, dynamic models of economic equilibrium, and nonlinear financial models such as ARCH, neural networks, statistical fractals, and chaos theory.
Each chapter develops statistical techniques within the context of a particular financial application. This exciting text contains a unique and accessible combination of theory and practice, bringing state-of-the-art statistical techniques to the forefront of financial applications. Each chapter also includes a discussion of recent empirical evidence, for example, the rejection of the Random Walk Hypothesis, as well as problems designed to help readers incorporate what they have learned into their own applications.
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Topics
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Frontmatter
i -
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Contents
vii -
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List of Figures
xiii -
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List of Tables
xv -
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Preface
xvii -
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The Econometrics of Financial Markets
1 -
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1. Introduction
3 -
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2. The Predictability of Asset Returns
27 -
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3. Market Microstructure
83 -
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4. Event-Study Analysis
149 -
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5. The Capital Asset Pricing Model
181 -
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6. Multifactor Pricing Models
219 -
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7. Present-Value Relations
253 -
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8. Intertemporal Equilibrium Models
291 -
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9. Derivative Pricing Models
339 -
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10. Fixed-Income Securities
395 -
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11. Term-Structure Models
427 -
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12. Nonlinearities in Financial Data
467 -
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Appendix
527 -
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References
541 -
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Author Index
587 -
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Subject Index
597