应用混合频率 VAR 研究外国投资者交易和股市回报的共同动态性

IF 1.9 4区 经济学 Q2 ECONOMICS Empirical Economics Pub Date : 2024-02-20 DOI:10.1007/s00181-023-02541-4
Burak Alparslan Eroğlu, Deniz İkizlerli, Numan Ülkü
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摘要

我们首次在市场微观结构文献中应用了混合频率 VAR(MF-VAR)方法,研究股票市场收益与外国投资者交易之间的互动关系。MF-VAR 使我们能够将每日投资者交易数据与较高频率的回报序列结合起来使用,并揭示出反馈交易行为和交易信息含量的日内新模式。利用韩国的数据,我们发现外国投资者追逐开盘时段的回报,他们的交易能够预测随后几天尾盘时段的回报。这种模式表明,外国投资者会选择性地对开盘时段的信息做出反应。多年来,外国投资者对盘中回报的反应越来越迅速,其交易的预测能力已经消失。利用 MF-VAR 方法进行的具体检验并不支持全球私人信息假说。
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A mixed-frequency VAR application to studying joint dynamics of foreign investor trading and stock market returns

We present the first application of the mixed-frequency VAR (MF-VAR) method in the market microstructure literature, studying the interaction between stock market returns and foreign investors’ trading. MF-VAR allows us to use daily investor trading data together with higher-frequency return series and uncover novel intraday patterns in the feedback trading behavior and the information content of trading. Using data from Korea, we find that foreign investors chase opening-hour returns, and their trading has the ability to forecast subsequent days' late-hour returns. This pattern suggests that foreign investors selectively respond to the information incorporated during opening hours. Over the years, foreign investors' response to intraday returns has become more prompt, and the predictive ability of their trading has disappeared. A specific test made feasible by the MF-VAR method does not support the global private information hypothesis.

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来源期刊
CiteScore
4.40
自引率
0.00%
发文量
157
期刊介绍: Empirical Economics publishes high quality papers using econometric or statistical methods to fill the gap between economic theory and observed data. Papers explore such topics as estimation of established relationships between economic variables, testing of hypotheses derived from economic theory, treatment effect estimation, policy evaluation, simulation, forecasting, as well as econometric methods and measurement. Empirical Economics emphasizes the replicability of empirical results. Replication studies of important results in the literature - both positive and negative results - may be published as short papers in Empirical Economics. Authors of all accepted papers and replications are required to submit all data and codes prior to publication (for more details, see: Instructions for Authors).The journal follows a single blind review procedure. In order to ensure the high quality of the journal and an efficient editorial process, a substantial number of submissions that have very poor chances of receiving positive reviews are routinely rejected without sending the papers for review.Officially cited as: Empir Econ
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