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  • Unpacking Predictive Analytics for the Long-Term Care Insurance Industry: How New Approaches to Model Visualization Can Support Greater Understanding of Results

    Unpacking Predictive Analytics for the Long-Term Care Insurance Industry: How New Approaches to Model Visualization Can Support Greater Understanding of Results This article will highlight new ...

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    • Authors: Joseph Long, Missy Gordon, Michael Bergerson, John Hebig
    • Date: Feb 2021
    • Competency: Technical Skills & Analytical Problem Solving
    • Publication Name: Long-Term Care News
    • Topics: Predictive Analytics; Long-term Care>Incidence - Long-term Care
  • session-9h

    This session will share insights on how to effectively evaluate and price the management high-cost claimants from three views: clinical, payer, and provider. Can predictive analytics help with ...

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    • Date: Jan 2025
    • Topics: Health & Disability; Predictive Analytics; FinTech & InsurTech
  • A Predictive Analytics Framework A Reusable Workflow For Experience Analysis

    A Predictive Analytics Framework A Reusable Workflow For Experience Analysis This project was developed by the Predictive Analytics Subgroup of the Society of Actuaries (SOA) Research Institute’s ...

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    • Authors: Society of Actuaries
    • Date: Nov 2024
    • Competency: External Forces & Industry Knowledge
    • Topics: Experience Studies & Data; Modeling & Statistical Methods; Predictive Analytics
  • 2023-life-meeting-session-1d

    The session will highlight trends in recent industry mortality and lapse studies that have been conducted, including areas where individual companies typically have limited data. The sources of ...

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    • Authors: Society of Actuaries
    • Date: Feb 2024
    • Topics: Experience Studies & Data; Life Insurance; Predictive Analytics
  • 2023-life-meeting-session-9f

    As insurers search for ways to optimize the value of their actuaries, cloud-based data architecture has emerged as a leading solution to deliver quality data that enables the unlocking of ...

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    • Authors: Society of Actuaries
    • Date: Mar 2024
    • Topics: Predictive Analytics; Technology & Applications
  • 2022-impact-session-2g

    Insurance carriers today must balance a multitude of factors to remain relevant and innovate- -process improvements and efficiency (automated or traditional); -customer experience (less ...

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    • Authors: Society of Actuaries
    • Date: Sep 2023
    • Topics: Life Insurance; Predictive Analytics
  • empowering-frontline-teams

    This session will discuss essential theories and practical applications of deep learning for actuaries. Participants will gain insights on leveraging these cutting-edge techniques to enhance ...

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    • Date: Apr 2025
    • Competency: Technical Skills & Analytical Problem Solving
    • Topics: Predictive Analytics; Technology & Applications
  • 2023-impact-session-3b

    Model runtime is a common challenge for actuaries in the life and annuity space. In particular, applications such as pricing and forecasting may require the use of nested-stochastic calculations, ...

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    • Authors: Society of Actuaries
    • Date: Jun 2024
    • Topics: Modeling & Statistical Methods; Predictive Analytics; Technology & Applications
  • Responsible Machine Learning: Living Up to Our Professional Code of Conduct, ASOPs, and Corporate Requirements

    Responsible Machine Learning: Living Up to Our Professional Code of Conduct, ASOPs, and Corporate Requirements Actuaries are leveraging predictive modeling and machine learning more and more as ...

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    • Authors: James Dolstad, Abby Steele
    • Date: Aug 2022
    • Competency: Professional Values; Results-Oriented Solutions; Strategic Insight and Integration
    • Publication Name: Health Watch
    • Topics: Health & Disability>Health insurance; Predictive Analytics
  • 2024-impact-virtual-session-2d

    The expanded use of predictive models, algorithms, and external consumer data has drawn the attention of the life insurance industry to the matter of fairness and bias in underwriting, including ...

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    • Authors: Society of Actuaries
    • Date: May 2025
    • Topics: Life Insurance; Modeling & Statistical Methods; Predictive Analytics