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We address the problem of choosing a portfolio of policies under "deep uncertainty." We introduce the idea of belief dominance as a way to derive a set of non-dominated portfolios and robust individual alternatives. Our approach departs from the tradition of providing a single recommended...
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degree of pessimism of the representative agent is the mean of the individual ones weighted by their index of absolute risk …
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Deriving an optimal asset allocation for institutional investors hinges crucially on the quality of inputs used in the optimization. If the mean vector and the covariance matrix are known with certainty, the classical mean-variance optimization of Markowitz (1952) produces optimal portfolios....
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-based approach. This paper first proposes a nested robustness-based portfolio optimization formulation using the moment bounding … approach is then proposed to un-nest the robustness-based portfolio optimization from the analysis of epistemic variables to … discussed empirically based on portfolio return and risk. …
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