Invention Grant
- Patent Title: Systems and methods for financial optimization using portfolio calibration
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Application No.: US12476564Application Date: 2009-06-02
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Publication No.: US09721300B2Publication Date: 2017-08-01
- Inventor: Michael Markov , Evgeny Bauman
- Applicant: Michael Markov , Evgeny Bauman
- Applicant Address: US NJ Summit
- Assignee: MARKOV PROCESSES INTERNATIONAL, LLC
- Current Assignee: MARKOV PROCESSES INTERNATIONAL, LLC
- Current Assignee Address: US NJ Summit
- Agency: Fay Kaplun & Marcin, LLP
- Main IPC: G06Q40/00
- IPC: G06Q40/00 ; G06Q40/06

Abstract:
Investment portfolios undergo a calibration procedure to improve their efficiency and stability. Any set of portfolios could be selected for calibration. If said portfolios represent a result of a portfolio optimization or asset allocation, then using original model inputs, an optimization procedure is performed to compute an original efficient frontier and a set of frontier portfolios is selected for calibration. A plurality of random samples of modified optimization inputs based on the original inputs is generated. For each random sample of inputs a modified efficient frontier is computed using the portfolio optimization model with modified inputs. Each portfolio selected for calibration is projected on the modified efficient frontier to create a corresponding modified calibration portfolio. Calibrated portfolio is created by averaging its calibrations. Calibrated efficient frontier is created by averaging all calibration portfolios for each selected portfolio on the original frontier.
Public/Granted literature
- US20090307149A1 Systems and Methods for Financial Optimization Using Portfolio Calibration Public/Granted day:2009-12-10
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