SYSTEM AND METHOD FOR ESTIMATING PORTFOLIO RISK USING AN INFINITELY DIVISIBLE DISTRIBUTION
Patent №
US 8,301,537
Granted
2012-10-30
Filed 2011
Owner
FINANALYTICA, INC.
Lab
—
AI components
4
ml · planning · evo · hardware
Assignment
Recorded
Dataset
AIPD
2023_r1 edition
Application
13032600
A system and method for estimating portfolio risk using an infinitely divisible distribution is provided. A time series comprising a plurality of risk factors applicable over at least one time horizon, a portfolio comprising a plurality of financial assets, and one or more risk adjusted return points for the financial assets are stored. The financial assets are associated with the risk factors. The parameters of one or more risk factors such as financial returns series are estimated based on an infinitely divisible tempered stable distribution model exhibiting leptokurtic behavior. Scenarios are generated for the model. One of Value at Risk, Average Value at Risk, and their derivatives are then determined.
AI classification
Ownership
FINANALYTICA, INC.
assignment · 261970688
Assignors
RACHEV, SVETLOZAR TODOROV, SAMORODNITSKY, GENNADY, KIM, YOUN SHIN
On an employer assignment, the assignors are typically the inventors.