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Dynamic asset allocation with ambiguous return predictability
Published 2017Get full text
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The Effects of Spending Rules and Asset Allocation on Non-Profit Endowments
Published 2022Subjects: Get full text
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Asset allocation and asset location : household evidence from the survey of consumer finances
Published 2011Get full text
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When Do Investors Freak Out? Machine Learning Predictions of Panic Selling
Published 2022Subjects: “…deep learning, freaking out, panic selling, stop-loss, tactical asset allocation…”
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Machine Learning and Optimization-Based Modeling for Asset Management
Published 2020“…We propose an improvement for the company’s asset management practice by modeling an integrated decision tool which involves evaluation of several machine learning algorithms for demand prediction and mathematical optimization for a centrally-planned asset allocation. We find that a feed-forward neural network (FNN) model with single hidden layer is the best performing predictor for the company’s intermittent product demand and the optimization model is proven to prescribe the most efficient asset allocation given the demand prediction from FNN model.…”
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The Wisdom of Twitter Crowds:Predicting Stock Market Reactions to FOMC Meetings via Twitter Feeds
Published 2017“…They find that a tweet-based asset allocation strategy outperforms several benchmarks—including a strategy that buys and holds a market index, as well as a comparable dynamic asset allocation strategy that does not use Twitter information.…”
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Multi-objective evolutionary optimization in time-changing environments
Published 2008Get full text
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Adaptive Markets and the New World Order
Published 2012“…The AMH has several implications, including the possibility of negative risk premiums, alpha converging to beta, and the importance of macro factors and risk budgeting in asset allocation policies.…”
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