非同步交易的交易数据分析

A transactions data analysis of nonsynchronous trading

Review of Financial Studies · 1999
被引 39
人大 AFT50UTD24ABS 4*

中文导读

用交易数据模拟非同步交易对股票组合周收益率自相关的影响,发现模拟的自相关约为实际观测值的25%。

Abstract

Weekly returns of stock portfolios exhibit substantial autocorrelation. Analytical studies suggest that nonsynchronous trading is capable of explaining from 5% to 65% of the autocorrelation. The varying importance of nonsynchronous trading in these studies arises primarily from differing assumptions regarding nontrading periods of stocks. We simulate the effects of nonsynchronous trading by sampling stock returns from a return generating process using transactions data to obtain the precise time of each stock's last trade. We find that simulated weekly portfolio returns exhibit autocorrelations that are roughly 25% that of their observed (CRSP) weekly returns.

非同步交易自相关交易数据投资组合收益