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

Planning1.00
Machine learning1.00
Evolutionary computation1.00
AI hardware0.66
Knowledge representation0.12
Vision0.01
Natural language0.00
Speech0.00

Ownership

FINANALYTICA, INC.

assignment · 261970688

Assignors

RACHEV, SVETLOZAR TODOROV, SAMORODNITSKY, GENNADY, KIM, YOUN SHIN

On an employer assignment, the assignors are typically the inventors.

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