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The econometrics of financial markets

TLDR
In this paper, Campbell, Lo, and MacKinlay present an attempt by three well-known and well-respected scholars to fill an acknowledged void in the empirical finance literature, a text covering the burgeoning field of empirical finance.
Abstract
This book is an ambitious effort by three well-known and well-respected scholars to fill an acknowledged void in the literature—a text covering the burgeoning field of empirical finance. As the authors note in the preface, there are several excellent books covering financial theory at a level suitable for a Ph.D. class or as a reference for academics and practitioners, but there is little or nothing similar that covers econometric methods and applications. Perhaps the closest existing text is the recent addition to the Wiley Series in Financial and Quantitative Analysis. written by Cuthbertson (1996). The major difference between the books is that Cuthbertson focuses exclusively on asset pricing in the stock, bond, and foreign exchange markets, whereas Campbell, Lo, and MacKinlay (henceforth CLM) consider empirical applications throughout the field of finance, including corporate finance, derivatives markets, and market microstructure. The level of anticipation preceding publication can be partly measured by the fact that at least three reviews (including this one) have appeared since the book arrived. Moreover, in their reviews, both Harvey (1998) and Tiso (1998) comment on the need for such a text, a sentiment that has been echoed by numerous finance academics.

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Journal ArticleDOI

Quantile cointegrating regression

TL;DR: In this article, a stochastic cointegration model for quantile regression with cointegrated time series is proposed, where the value of cointegrating co-efficients may be aected by the shocks and thus may vary over the innovation quantile.
Journal ArticleDOI

Corporate social responsibility and shareholder's value

TL;DR: In this paper, the authors trace the market reaction to corporate entry and exit from the Domini 400 Social Index, recognized as a CSR benchmark, between 1990 and 2004, revealing a significant negative effect on abnormal returns after exit announcements from theDomini index.
Book ChapterDOI

Evaluating Volatility and Correlation Forecasts

TL;DR: In this article, the authors consider the problems of evaluation and comparison of volatility forecasts, both univariate (variance) and multivariate (covariance matrix and/or correlation).
Posted Content

Time-Varying Risk Aversion and Unexpected Inflation

TL;DR: In this paper, a consumption-based asset pricing model is proposed, in which aggregate risk aversion is time-varying in response to both news about consumption growth and news about inflation.
Journal ArticleDOI

Duration Dependence in Stock Prices: An Analysis of Bull and Bear Markets

TL;DR: In this paper, the authors studied time series dependence in the direction of stock prices by modeling the (instantaneous) probability that a bull or bear market terminates as a function of its age and a set of underlying state variables, such as interest rates.
References
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An Econometric Analysis of Nonsynchronous Trading

TL;DR: In this article, a stochastic model of nonsynchronous asset prices based on sampling with random censoring is developed to estimate the effects of infrequent trading on the time series properties of asset returns.
Book

An Econometric Analysis of Nonsynchronous Trading

TL;DR: In this paper, a stochastic model of nonsynchronous asset prices based on sampling with random censoring is developed, which allows the explicit calculation of the effects of infrequent trading on the time series properties of asset returns.
Journal ArticleDOI

An ordered probit analysis of transaction stock prices

TL;DR: In this paper, the authors estimate the conditional distribution of trade-to-trade price changes using ordered probit, a statistical model for discrete random variables, recognizing that transaction price changes occur in discrete increments, typically eighths of a dollar, and occur at irregularly-spaced time intervals.
Book

Quantitative Financial Economics: Stocks, Bonds and Foreign Exchange

TL;DR: This new edition of the hugely successful Quantitative Financial Economics has been revised and updated to reflect the most recent theoretical and econometric/empirical advances in the financial markets as discussed by the authors.
Posted Content

Implementing option pricing models when asset returns are predictable

TL;DR: In this article, the authors propose a class of continuous-time linear diffusion processes for asset prices that can capture a wider variety of predictability, and provide several numerical examples that illustrate their importance for pricing options and other derivative assets.
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