Common factors in prices, order flows, and liquidity

• 成果类型: Article
• 署名作者: Hasbrouck, J; Seppi, DJ
• 署名单位: New York University; Carnegie Mellon University
• 刊物名称: JOURNAL OF FINANCIAL ECONOMICS
• ISSN/ISSBN: 0304-405X
• DOI: 10.1016/S0304-405X(00)00091-X
• 发表日期: 2001
• 页码: 383-411
• 关键词: microstructure; liquidity; equities; Common factors

摘要

How important are cross-stock common factors in the price discovery/liquidity provision process in equity markets? We investigate two aspects of this question for the 30 Dow stocks. First. using principal components and canonical correlation analyses we find that both returns acid order Rows are characterized by common factors. Commonality in the order flows explains roughly two-thirds of the commonality in returns. Second, we examine variation and common covariation in various liquidity proxies and market depth (trade impact) coefficients. Liquidity proxies such as the bid-ask spread and bid-ask quote sizes help explain time variation in trade impacts. The common factors in these liquidity proxies are, however, relatively small. (C) 2001 Elsevier Science S.A. All rights reserved. JEL classification: G14.