Announcement: SOA congratulates the new ASAs and CERAs for April 2024.

Announcement: SOA releases March 2024 FAM, FAML, and FAMS Exams passing candidate numbers.

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  • Validating a Novel Health Insurance Fraud Detection Method
    Validating a Novel Health Insurance Fraud Detection Method This article describes methodologies for detection and deterrence of Medicare fraud. It also describes the validation of PRIDIT for ...

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    • Authors: Robert D Lieberthal, Elias
    • Date: Aug 2018
    • Competency: External Forces & Industry Knowledge>Actuarial methods in business operations; Strategic Insight and Integration>Effective decision-making; Technical Skills & Analytical Problem Solving>Incorporate risk management; 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: Risk Management
    • Topics: Economics>Health economics; Enterprise Risk Management; Health & Disability>Health care; Health & Disability>Health care quality; Health & Disability>Health information technology; Health & Disability>Health insurance; Health & Disability>Public financing - Health & Disability; Modeling & Statistical Methods>Data mining; Predictive Analytics
  • Asset Modeling Challenges for VM-20 Projections
    Asset Modeling Challenges for VM-20 Projections This article describes methods for addressing technical challenges related to modeling asset cash flows for PBR reserve projections. asset ...

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    • Authors: Benjamin Slutsker, Reanna Nicholsen, Jason Kehrberg
    • Date: Mar 2018
    • Competency: 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: The Financial Reporter
    • Topics: Life Insurance>Reserves - Life Insurance; Modeling & Statistical Methods>Asset modeling
  • 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
  • Large Portfolio VA Valuation Powered by GPUs & Deep Learning
    Large Portfolio VA Valuation Powered by GPUs & Deep Learning This paper applies GPUs and deep learning to achieve orders of magnitude performance improvement in the valuation of large ...

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    • Authors: Huina Chen
    • Date: Apr 2018
    • Competency: Technical Skills & Analytical Problem Solving>Innovative solutions
    • Publication Name: CompAct
    • Topics: Annuities>Pricing - Annuities; Modeling & Statistical Methods>Modeling efficiency
  • Machine Learning, Skynet or the Future of Actuarial Software?
    Machine Learning, Skynet or the Future of Actuarial Software? This article explores the possibility of using machine learning to improve, or potentially rewrite, actuarial code within actuarial ...

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    • Authors: Sean Hayward
    • Date: Oct 2018
    • Competency: Technical Skills & Analytical Problem Solving>Innovative solutions; Technical Skills & Analytical Problem Solving>Process and technique refinement
    • Publication Name: CompAct
    • Topics: Modeling & Statistical Methods>Modeling efficiency; Technology & Applications>Computer science; Technology & Applications>Software
  • Hand Over, not Fall Over: Focus on Actuarial Model Handoff
    Hand Over, not Fall Over: Focus on Actuarial Model Handoff This article discusse key considerations to account for while planning for and executing the initial actuarial model handoff from ...

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    • Authors: Alexander Zaidlin, Youn Kim
    • Date: Apr 2018
    • Competency: Technical Skills & Analytical Problem Solving>Incorporate risk management; Technical Skills & Analytical Problem Solving>Innovative solutions; Technical Skills & Analytical Problem Solving>Process and technique refinement
    • Publication Name: The Modeling Platform
    • Topics: Modeling & Statistical Methods>Asset modeling
  • Modeler Q&A with David Yu
    Modeler Q&A with David Yu Modeling experience sharing by David Yu who leads the retirement product and asset model development team within Prudential Financial Modeling ...

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    • Authors: Hoi Kwan, Donghai Yu
    • Date: Nov 2018
    • Competency: Technical Skills & Analytical Problem Solving>Innovative solutions; Technical Skills & Analytical Problem Solving>Process and technique refinement
    • Publication Name: The Modeling Platform
    • Topics: Annuities>Group plans - Annuities; Finance & Investments>Asset liability management; Modeling & Statistical Methods>Asset modeling; Modeling & Statistical Methods>Deterministic models; Modeling & Statistical Methods>Scenario generation; Modeling & Statistical Methods>Stochastic models
  • Actuarial Statistics with R: Book Review
    Actuarial Statistics with R: Book Review Reviewing a text covering multiple statistical modeling topics: e.g., generalized linear models, decision trees, clustering, using the statistical language ...

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    • Authors: Mary Campbell
    • Date: Dec 2018
    • Competency: Technical Skills & Analytical Problem Solving>Innovative solutions; Technical Skills & Analytical Problem Solving>Process and technique refinement
    • Publication Name: Predictive Analytics and Futurism Newsletter
    • Topics: Modeling & Statistical Methods>Regression analysis; Modeling & Statistical Methods>Simulation; Predictive Analytics
  • Assessing Prescription Opioid Risk with Predictive Analytics
    Assessing Prescription Opioid Risk with Predictive Analytics We highlight a new approach leveraging predictive analytics to identify high risk and rising risk opioid users for more effective ...

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    • Authors: Joseph Boschert, Andrew Gaffner, Barbara Collier
    • Date: Oct 2018
    • Competency: External Forces & Industry Knowledge>Actuarial methods in business operations; External Forces & Industry Knowledge>Actuarial theory in business context; Leadership>Thought leadership; Professional Values>Practice expertise; Strategic Insight and Integration>Effective decision-making; Strategic Insight and Integration>Influence decisions; 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: Health Watch
    • Topics: Demography>Population data; Experience Studies & Data; Health & Disability>Health information technology; Modeling & Statistical Methods>Data mining; Predictive Analytics; Technology & Applications>Analytics and informatics; Health & Disability>Electronic medical record
  • Case 2: Improving LTC Projections with Predictive Analytics
    Case 2: Improving LTC Projections with Predictive Analytics Second 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: Apr 2018
    • Competency: 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>Disability; Experience Studies & Data>Long-term care - Experience Studies & Data; Experience Studies & Data>Morbidity; Experience Studies & Data>Mortality; Modeling & Statistical Methods>Regression analysis; Predictive Analytics