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来源类型 | Working Paper |
规范类型 | 报告 |
DOI | 10.3386/w26329 |
来源ID | Working Paper 26329 |
Cross-Sectional Dispersion of Risk in Trading Time | |
Torben G. Andersen; Martin Thyrsgaard; Viktor Todorov | |
发表日期 | 2019-09-30 |
出版年 | 2019 |
语种 | 英语 |
摘要 | We study the temporal behavior of the cross-sectional distribution of assets' market exposure, or betas, using a large panel of high-frequency returns. The asymptotic setup has the sampling frequency of the returns increasing to infinity, while the time span of the data remains fixed, and the cross-sectional dimension is fixed or increasing. We derive a Central Limit Theorem (CLT) for the cross-sectional beta dispersion at a point in time, enabling us to test whether this quantity varies across the trading day. We further derive a functional CLT for the dispersion statistics, allowing us to test if the beta dispersion, as a function of time-of-day, changes across days. We extend this further by developing inference techniques for the entire cross-sectional beta distribution at fixed points in time. We demonstrate, for constituents of the S&P 500 index, that the beta dispersion is elevated at the market open, gradually declines over the trading day, and is less than half the original value by the market close. The intraday beta dispersion pattern also changes over time and evolves differently on macroeconomic announcement days. Importantly, we find that the intraday variation in market betas is a source of priced risk. |
主题 | Econometrics ; Estimation Methods ; Financial Economics ; Portfolio Selection and Asset Pricing |
URL | https://www.nber.org/papers/w26329 |
来源智库 | National Bureau of Economic Research (United States) |
引用统计 | |
资源类型 | 智库出版物 |
条目标识符 | http://119.78.100.153/handle/2XGU8XDN/584001 |
推荐引用方式 GB/T 7714 | Torben G. Andersen,Martin Thyrsgaard,Viktor Todorov. Cross-Sectional Dispersion of Risk in Trading Time. 2019. |
条目包含的文件 | ||||||
文件名称/大小 | 资源类型 | 版本类型 | 开放类型 | 使用许可 | ||
w26329.pdf(540KB) | 智库出版物 | 限制开放 | CC BY-NC-SA | 浏览 |
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