Showing 1 - 20 results of 43 for search '"asset allocation"', query time: 0.08s Refine Results
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    When Do Investors Freak Out? Machine Learning Predictions of Panic Selling by Elkind, Daniel, Kaminski, Kathryn, Lo, Andrew W., Siah, Kien Wei, Wong, Chi Heem

    Published 2022
    Subjects: “…deep learning, freaking out, panic selling, stop-loss, tactical asset allocation…”
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    Machine Learning and Optimization-Based Modeling for Asset Management by Casey, Justin, Rafavy, Carlos

    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 by Azar, Pablo Daniel, Lo, Andrew W

    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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    Adaptive Markets and the New World Order by Lo, Andrew W.

    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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