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Author:Shanken, J.
Title:Nonsynchronous data and the covariance-factor structure of returns.
Journal:Journal of Finance
1987 : JUN, VOL. 42:2, p. 221-231
Index terms:ASSETS
STATISTICAL METHODS
Language:eng
Abstract:It is indicated that the standard estimator of the covariance matrix of daily returns provides a distorted view of the true covariance-factor structure. An alternative estimator, based on a model of the price-adjustment delay process, reveals roughly twice as much co-variation in individual security returns. The number of factors identified also appears to increase when this estimator is employed. Since the linear space spanned by the estimated factor-loading vectors is quite sensitive to the estimator used, it is important that the consistent estimator be considered in the usual two-stage empirical investigations of the APT.
SCIMA record nr: 55801
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