Announcement: SOA releases October 2025 ALTAM, ASTAM, FAM, and November 2025 INV 201 Exams passing candidate numbers. SOA congratulates the new ASAs and CERAs for December 2025.

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  • The Perils and Prospects of Predictive Analytics

    The Perils and Prospects of Predictive Analytics Many life and health insurers are beginning to use Predictive Analytics (PA) for a variety of purposes. This article addresses the unique ...

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    • Authors: Mark W Griffin
    • Date: Dec 2018
    • Publication Name: Risk Management
    • Topics: Predictive Analytics
  • The First SOA Annual Predictive Analytics Symposium

    The First SOA Annual Predictive Analytics Symposium Summary of the first annual predictive analytics (PA) symposium specifically targeted to help actuaries get into PA & to take it to the ...

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    • Authors: David Snell
    • Date: Jun 2017
    • Competency: Technical Skills & Analytical Problem Solving>Innovative solutions
    • Publication Name: Predictive Analytics and Futurism Newsletter
    • Topics: Predictive Analytics
  • SOA Launches Predictive Analytics Initiative

    SOA Launches Predictive Analytics Initiative Description of SOA's initiative in predictive analytics Advanced Business Analytics;Predictive Analytics;Cultivate opportunities;Actuarial ...

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    • Authors: Ian G Duncan
    • Date: Dec 2015
    • Publication Name: Predictive Analytics and Futurism Newsletter
    • Topics: Predictive Analytics
  • Results From the 2017 Predictive Analytics in Health Care Trend Forecast

    Results From the 2017 Predictive Analytics in Health Care Trend Forecast Results of a survey of healthcare organizations regarding use and plans for Predictive Analytics Health ...

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    • Authors: Ian G Duncan
    • Date: Oct 2017
    • Competency: External Forces & Industry Knowledge>Actuarial methods in business operations
    • Publication Name: Health Watch
    • Topics: Predictive Analytics
  • Autoencoders for Anomaly Detection

    Autoencoders for Anomaly Detection The author presents autoencoders in a clear manner and then goes on to show an intriguing application where an autoencoder can alert us to events out of the ...

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    • Authors: Jeff T Heaton
    • Date: Jan 2020
    • Competency: External Forces & Industry Knowledge
    • Publication Name: Predictive Analytics and Futurism Newsletter
    • Topics: Predictive Analytics
  • Crisis Communications, Social Media and Hamlet

    Crisis Communications, Social Media and Hamlet A discussion of the effective use of social media for risk management professionals to help educate the general public, including analysis of ...

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    • Authors: J P Bolduc
    • Date: Jul 2019
    • Competency: Communication; Relationship Management
    • Publication Name: The Stepping Stone
    • Topics: Actuarial Profession; Predictive Analytics
  • Mortality Improvement: The Ultimate Onion

    Mortality Improvement: The Ultimate Onion Identifies current trends and considerations when setting the mortality improvement assumption for individual life insurance in the US. Life reinsurance; ...

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    • Authors: Jay Biehl, Edward Hui
    • Date: Nov 2018
    • Competency: External Forces & Industry Knowledge>Actuarial theory in business context; External Forces & Industry Knowledge>External forces and business performance; Strategic Insight and Integration>Big picture view; Technical Skills & Analytical Problem Solving>Problem analysis and definition
    • Publication Name: Reinsurance News
    • Topics: Demography>Mortality - Demography; Demography>Longevity; Demography>Population data; Experience Studies & Data>Mortality; Life Insurance>Pricing - Life Insurance; Modeling & Statistical Methods>Forecasting; Predictive Analytics; Reinsurance>Life reinsurance; Reinsurance>General reinsurance
  • Health Care (Pricing) Reform

    Health Care (Pricing) Reform This article discusses the use of parametric distributions to model health care cost. ;; Model validation; Modeling efficiency; Sensitivity testing; Complexity ...

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    • Authors: Syed Mehmud
    • Date: May 2012
    • Competency: Technical Skills & Analytical Problem Solving
    • Publication Name: Health Watch
    • Topics: Modeling & Statistical Methods>Estimation methods; Predictive Analytics
  • Case 3: Improving LTC Projections with Predictive Analytics

    Case 3: Improving LTC Projections with Predictive Analytics Third article in a series on how to use predictive analytics to improve the development of long-term care projection assumptions.

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    • Authors: Missy Gordon, Joseph Long
    • Date: Aug 2018
    • Competency: Professional Values>Practice expertise; Technical Skills & Analytical Problem Solving>Innovative solutions; Technical Skills & Analytical Problem Solving>Problem analysis and definition; Technical Skills & Analytical Problem Solving>Process and technique refinement
    • Publication Name: Long-Term Care News
    • Topics: Experience Studies & Data>Long-term care - Experience Studies & Data; Long-term Care>Long-term care insurance; Modeling & Statistical Methods>Regression analysis; Predictive Analytics
  • The Psychology of Visual Data

    The Psychology of Visual Data A discussion on how the look of charts and graphs can affect comprehension of data. Predictive Analytics 6442485541 12/1/2018 12:00:00 AM ...

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    • Authors: Dorothy Andrews
    • Date: Dec 2018
    • Competency: Technical Skills & Analytical Problem Solving
    • Publication Name: Predictive Analytics and Futurism Newsletter
    • Topics: Predictive Analytics