SYSTEMS AND METHODS FOR COMPUTING SYSTEMATIC RISK FACTOR EXPOSURES OF INVESTMENT FUNDS
Patent №
US 11,645,717
Granted
2023-05-09
Filed 2020
Owner
JPMORGAN CHASE BANK, N.A.
Lab
—
AI components
2
kr · planning
Assignment
Recorded
Dataset
AIPD
2023_r1 edition
Application
16848937
Embodiments disclosed herein provide for systems and methods of calculating the coefficients and creating a linear multivariate model of price returns for a given target portfolio by using the factor characteristic data of the fund's constituents at a particular point in time. The systems and methods provide for creating quantile matrices based on the target portfolio and a plurality of synthetic factor portfolios, and computing weights on each synthetic factor portfolio such that the sum of squared differences between each cell in the profile matrix of the fund and the factor portfolios is minimized.
AI classification
Ownership
JPMORGAN CHASE BANK, N.A.
assignment · 524060975
Assignors
SKURATOVSKY, ILYA, KISHELEV, MICHAEL, STAINES, JOE, POOLE, ANDREW R.
On an employer assignment, the assignors are typically the inventors.