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  • Variable Selection in Predictive Modeling: Does it Really Matter
    enabled by better data availability. For example, mortality risk can be assessed not only by tradi- tional ... about individuals or events that affect the mortality trend. In addition, some new data are categorical ...

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    • Authors: Kailan Shang
    • Date: Jun 2017
    • Competency: External Forces & Industry Knowledge>Actuarial methods in business operations
    • Publication Name: Predictive Analytics and Futurism Newsletter
    • Topics: Predictive Analytics
  • Deep Learning for Liability-Driven Investment
    the optimal dynamic investment strategy π*(s) based on s, the states that decision makers can observe ... one that maximizes the reward function Q*(s,a) determined by s, the states, and a, the rebalancing action ...

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    • Authors: Kailan Shang
    • Date: Feb 2022
    • Competency: Technical Skills & Analytical Problem Solving
    • Publication Name: Risks & Rewards
    • Topics: Finance & Investments; Predictive Analytics