Invention Grant
- Patent Title: Returns-timing for multiple market factor risk models
- Patent Title (中): 多个市场因素风险模型的回报 - 时间
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Application No.: US13503696Application Date: 2011-05-19
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Publication No.: US08533107B2Publication Date: 2013-09-10
- Inventor: Simon Wannasin Bell , Stefan Hans Schmieta , Frank Pak-Ho Siu
- Applicant: Simon Wannasin Bell , Stefan Hans Schmieta , Frank Pak-Ho Siu
- Applicant Address: US NY New York
- Assignee: Axioma, Inc.
- Current Assignee: Axioma, Inc.
- Current Assignee Address: US NY New York
- Agency: Law Offices of Peter H. Priest, PLLC
- International Application: PCT/US2011/037229 WO 20110519
- International Announcement: WO2012/044373 WO 20120405
- Main IPC: G06Q40/00
- IPC: G06Q40/00

Abstract:
Until recently, risk models have been built using low frequency data, such as weekly or monthly data. This approach has resulted in a necessary compromise between model stability for which one needs a long history of data, and model responsiveness, for which, the shorter the history, the better. Stability plus responsiveness can be achieved if one uses daily data, which allows for a large number of observations to be used in model estimation without using long out-of-date data. Daily data have other problems, however, as the differing closing times of markets worldwide may induce spurious relationships across model factors. In particular, correlations between markets may appear lower than they truly are due to a market lag effect. To address such issues, a stable, daily data-based factor risk model is described which takes account of the differing market closing times and corrects the model factor correlations and specific returns accordingly.
Public/Granted literature
- US20130080310A1 Returns-Timing for Multiple Market Factor Risk Models Public/Granted day:2013-03-28
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