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Almost exact risk budgeting with return forecasts for portfolio allocation
Institution:1. Department of Industrial Engineering and Operations Research, IIT Bombay, Mumbai, Maharashtra, 400076, India;2. Department of Mechanical Engineering, IIT Bombay, Mumbai, Maharashtra, 400076, India;3. J.P. Morgan India Pvt. Ltd., Bengaluru, Karnataka, 560087, India
Abstract:We revisit the portfolio allocation problem with designated risk-budget. We generalize the problem of arbitrary risk budgets with unequal correlations to one that includes return forecasts and transaction costs while keeping the no-shorting constraint. We offer a convex second order cone formulation that scales well with the number of assets and explore solutions to problem variants - on equity-bond asset allocation problems as well as formulating portfolios using index constituents from the NASDAQ100 index, illustrating the benefits of this approach.
Keywords:Risk parity  Portfolio optimization  Risk budgeting  Portfolio allocation  Asset allocation
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