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  • Potential Modeling Challenges in a Negative Interest Rate Environment
    often used to discount cash flows, as well as in annuity factor and dynamic lapse calculations. The models ... is commonly an additive adjustment to the company’s base lapse. The dynamic lapse function itself is commonly ...

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    • Authors: Zohair Motiwalla
    • Date: Mar 2022
    • Competency: Results-Oriented Solutions; Technical Skills & Analytical Problem Solving
    • Publication Name: The Financial Reporter
    • Topics: Financial Reporting & Accounting; Modeling & Statistical Methods
  • NAIC Variable Annuity Reform—A Current Primer
    NAIC Variable Annuity Reform—A Current Primer An overview of the NAIC Variable Annuity Reforms, including ...

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    • Authors: Zohair Motiwalla
    • Date: Apr 2019
    • Competency: External Forces & Industry Knowledge
    • Publication Name: The Financial Reporter
    • Topics: Annuities; Financial Reporting & Accounting
  • Cluster Modeling: A Powerful Way to Reduce Cloud Costs
    GAAP lenses. Lastly, the results from a variable annuity liability clustering case study are presented. ... Clustering and Key Performance Indicators Under U.S. Reporting Frameworks A fair value reserve is calculated ...

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    • Authors: Zohair Motiwalla, Aatman Dattani
    • Date: Jul 2023
    • Competency: Technical Skills & Analytical Problem Solving
    • Publication Name: The Financial Reporter
    • Topics: Financial Reporting & Accounting; Modeling & Statistical Methods
  • Withdrawal Delay Cohort Method Under VM-21
    released proposed revisions to the existing U.S. variable annuity statutory framework. These revisions were ... regulators and interested parties, the Variable Annuity Issues (E) Working Group of the NAIC adopted almost ...

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    • Authors: Matthias Kullowatz, Zohair Motiwalla
    • Date: Jun 2019
    • Competency: External Forces & Industry Knowledge
    • Publication Name: The Financial Reporter
    • Topics: Financial Reporting & Accounting