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A comparison of alternative covariance matrices for models with over-lapping observations

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UNSPECIFIED (1996) A comparison of alternative covariance matrices for models with over-lapping observations. JOURNAL OF INTERNATIONAL MONEY AND FINANCE, 15 (5). pp. 813-823. ISSN 0261-5606

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Abstract

This paper investigates the relative performance of alternative covariance matrices for models with ever-lapping observations commonly used in the finance literature. The alternative covariance matrices used are those of Hansen (1982), Newey and West (1987) (Bartlett and Quadratic Spectral (QS) weights) and Andrews and Monahan (1992) (QS weights). All matrices produce standard errors which are too small, yielding empirical size probabilities above their corresponding theoretical values, even in large samples. Empirical examples, such as testing efficiency in the foreign exchange market and mean reversion in stock prices, show that the choice of covariance matrix can affect the outcome of a hypothesis test. Copyright (C) 1996 Elsevier Science Ltd

Item Type: Journal Article
Subjects: H Social Sciences > HG Finance
Journal or Publication Title: JOURNAL OF INTERNATIONAL MONEY AND FINANCE
Publisher: BUTTERWORTH-HEINEMANN LTD
ISSN: 0261-5606
Date: October 1996
Volume: 15
Number: 5
Number of Pages: 11
Page Range: pp. 813-823
Publication Status: Published
URI: http://wrap.warwick.ac.uk/id/eprint/18272

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