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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  • EXPOSED! Variable Annuity Stochastic Requirements

    EXPOSED! Variable Annuity Stochastic Requirements discussion of the ongoing developments in reserving and risk-based capital RBC requirements for variable annuities including stochastic scenario ...

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    • Authors: James W Lamson
    • Date: May 2004
    • Competency: External Forces & Industry Knowledge>Actuarial methods in business operations; Technical Skills & Analytical Problem Solving>Process and technique refinement
    • Publication Name: The Financial Reporter
    • Topics: Annuities>Reserves - Annuities; Annuities>Variable annuities; Financial Reporting & Accounting>Statutory accounting; Modeling & Statistical Methods>Stochastic models; Public Policy
  • More Efficient Monte Carlo Simulations for Mortality Assumption Testing

    More Efficient Monte Carlo Simulations for Mortality Assumption Testing More Efficient Monte Carlo Simulations for Mortality Assumption Testing Monte Carlo simulation;Mortality ...

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    • Authors: Douglas Robbins
    • Date: Jun 2003
    • Competency: Technical Skills & Analytical Problem Solving>Process and technique refinement
    • Publication Name: The Financial Reporter
    • Topics: Life Insurance>Reserves - Life Insurance; Modeling & Statistical Methods>Modeling efficiency; Modeling & Statistical Methods>Simulation; Modeling & Statistical Methods>Stochastic models
  • A Computation Method for Discounting Stochastic Scenarios Under IFRS 17

    A Computation Method for Discounting Stochastic Scenarios Under IFRS 17 Market consistent valuations require path-dependent discounting for scenarios. IFRS 17's requirement to discount ...

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    • Date: Sep 2019
    • Competency: Results-Oriented Solutions
    • Publication Name: The Financial Reporter
    • Topics: Financial Reporting & Accounting; Financial Reporting & Accounting>International Financial Reporting Standards [IFRS]; Modeling & Statistical Methods; Modeling & Statistical Methods>Stochastic models
  • C3 Phase II – Practical Insights for this Year End

    C3 Phase II – Practical Insights for this Year End A discussion of the possible effort required and impacts resulting from the implementation of C3 Phase II for establishing risk-based capital ...

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    • Authors: Timothy J Ruark
    • Date: Dec 2005
    • Competency: External Forces & Industry Knowledge>Actuarial theory in business context; Technical Skills & Analytical Problem Solving>Problem analysis and definition
    • Publication Name: The Financial Reporter
    • Topics: Annuities>Capital - Annuities; Enterprise Risk Management>Risk measurement - ERM; Finance & Investments>Capital management - Finance & Investments; Finance & Investments>Risk measurement - Finance & Investments; Financial Reporting & Accounting>Statutory accounting; Modeling & Statistical Methods>Stochastic models; Public Policy
  • The Art of Stochastic Simulation in the Financial Reporting World: An Overview of Stochastic Simulation

    The Art of Stochastic Simulation in the Financial Reporting World: An Overview of Stochastic Simulation An Overview of Stochastic Simulation modeling techniques and usages Conditional Tail ...

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    • Authors: Ronald Harasym
    • Date: Sep 2003
    • Competency: External Forces & Industry Knowledge>Actuarial theory in business context; Strategic Insight and Integration; Technical Skills & Analytical Problem Solving>Problem analysis and definition; Technical Skills & Analytical Problem Solving>Process and technique refinement
    • Publication Name: The Financial Reporter
    • Topics: Enterprise Risk Management>Financial management; Financial Reporting & Accounting; Modeling & Statistical Methods>Simulation; Modeling & Statistical Methods>Stochastic models
  • Model Compression and Stochastic Modeling

    Model Compression and Stochastic Modeling Discusses methods to efficiently run stochastic models in light of AG 43. Modeling efficiency; 9292 6/1/2010 12:00:00 AM ...

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    • Authors: Craig Reynolds
    • Date: Jun 2010
    • Competency: Technical Skills & Analytical Problem Solving>Process and technique refinement
    • Publication Name: The Financial Reporter
    • Topics: Modeling & Statistical Methods>Stochastic models
  • PBR Simplified Methods Project

    PBR Simplified Methods Project Summary of the SOA research project on PBR Simplified Methods. Describes the multi-risk scenario generator, central estimate assumptions, assumption objectivity ...

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    • Authors: Mark Birdsall
    • Date: Apr 2019
    • Competency: Results-Oriented Solutions; Technical Skills & Analytical Problem Solving
    • Publication Name: The Financial Reporter
    • Topics: Life Insurance>Reserves - Life Insurance; Life Insurance>Secondary guarantees; Life Insurance>Term life; Life Insurance>Universal life; Life Insurance>Whole life; Modeling & Statistical Methods>Conditional Tail Expectation; Modeling & Statistical Methods>Deterministic models; Modeling & Statistical Methods>Estimation methods; Modeling & Statistical Methods>Modeling efficiency; Modeling & Statistical Methods>Scenario generation; Modeling & Statistical Methods>Sensitivity testing; Modeling & Statistical Methods>Stochastic models
  • RBC C3 Phase II: Easier Said Than Done

    RBC C3 Phase II: Easier Said Than Done Results of an industry survey on life insurance companies' efforts to implement the recently adopted Life Risk-Based Capital Phase II Instructions, ...

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    • Authors: Patricia Matson, Don Wilson
    • Date: Mar 2006
    • Competency: External Forces & Industry Knowledge>Actuarial methods in business operations; Technical Skills & Analytical Problem Solving>Process and technique refinement
    • Publication Name: The Financial Reporter
    • Topics: Actuarial Profession>Best practices; Annuities>Reserves - Annuities; Financial Reporting & Accounting>Statutory accounting; Modeling & Statistical Methods>Asset modeling; Modeling & Statistical Methods>Deterministic models; Modeling & Statistical Methods>Scenario generation; Modeling & Statistical Methods>Stochastic models
  • Principles of Capital Market Modeling

    Principles of Capital Market Modeling Discussion of Capital Market Modeling techniques Asset modeling;Capital markets=Stock market;Deterministic models;Discount rates=Interest rates;Dynamic ...

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    • Authors: Andres Vilms
    • Date: Sep 2003
    • Competency: Technical Skills & Analytical Problem Solving>Incorporate risk management; Technical Skills & Analytical Problem Solving>Process and technique refinement
    • Publication Name: The Financial Reporter
    • Topics: Enterprise Risk Management>Capital markets; Enterprise Risk Management>Portfolio management - ERM; Modeling & Statistical Methods>Asset modeling; Modeling & Statistical Methods>Deterministic models; Modeling & Statistical Methods>Stochastic models
  • Stochastically Forecasting Accounting Standards

    Stochastically Forecasting Accounting Standards Feature article describing the latest developments with the International Accounting Standards Board and the Financial Accounting Standards Board.

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    • Authors: Henry Siegel
    • Date: Mar 2014
    • Competency: External Forces & Industry Knowledge
    • Publication Name: The Financial Reporter
    • Topics: Financial Reporting & Accounting>International Financial Reporting Standards [IFRS]; Modeling & Statistical Methods>Stochastic models