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  • The Use of Advanced Predictive Analytics for Rate Making in Insurance

    The Use of Advanced Predictive Analytics for Rate Making in Insurance Feature article describing how to use advanced predictive analytics for rate making in the insurance industry. insurance rate ...

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    • Authors: Ben Leiser, Olukemi Iyabode Akinyemi (Kemi)
    • Date: Jun 2020
    • Competency: External Forces & Industry Knowledge
    • Publication Name: Actuarial Technology Today
    • Topics: Predictive Analytics

  • The Dawn of the Machine- to- Machine Age and Its Implications for Insurance

    The Dawn of the Machine- to- Machine Age and Its Implications for Insurance As M2M are exponentially increasing, we will soon see reinventing of whole business models and customer relationships.

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    • Authors: Syed Danish Ali
    • Date: May 2018
    • Competency: Leadership>Thought leadership; Technical Skills & Analytical Problem Solving>Innovative solutions
    • Publication Name: Actuary of the Future
    • Topics: Predictive Analytics; Technology & Applications>Analytics and informatics

  • Predictive Risk Modeling for Information Systems

    Predictive Risk Modeling for Information Systems This abstract describes a paper that defines a predictive model for assessing risk associated with information systems. risk modeling;information ...

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    • Authors: Arkady Shemyakin, Meghan Anthony, Maria Ishmael, Erik Santa, Natalie Vandeweghe, Gary Stanull
    • Date: Mar 2017
    • Competency: External Forces & Industry Knowledge
    • Topics: Predictive Analytics

  • An R Package for Experience Studies

    An R Package for Experience Studies A description of the operation of an R package for experience studies. Premium patterns, lapse rates, and mortality rates can be calculated. R, Python, ...

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    • Authors: Matthew Caseres
    • Date: Nov 2019
    • Competency: Technical Skills & Analytical Problem Solving
    • Publication Name: The Modeling Platform
    • Topics: Experience Studies & Data>Rate calculations; Predictive Analytics; Predictive Analytics>Programming languages & tools

  • Predictive Modeling of Surface Temperature Extremes over North America, with Actuarial Applications in View

    Predictive Modeling of Surface Temperature Extremes over North America, with Actuarial Applications in View This project obtains ensemble simulations of surface atmospheric temperature over North ...

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    • Authors: Society of Actuaries, Vytaras Brazauskas, SERGIY N KRASNOZHON, Paul Roebber
    • Date: Apr 2018
    • Competency: External Forces & Industry Knowledge
    • Topics: Predictive Analytics

  • Considerations For Predictive Modeling in Insurance Applications

    Considerations For Predictive Modeling in Insurance Applications The Modeling Section, Predictive Analytics and Futurism Section, Committee on Life Insurance Research, Product Development Section ...

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    • Authors: Society of Actuaries
    • Date: Jun 2019
    • Competency: External Forces & Industry Knowledge
    • Topics: Predictive Analytics

  • Variable Uninsured (Value) Life Annuities

    Variable Uninsured (Value) Life Annuities The aim of this project is to present proposals for Variable Uninsured Life Annuities—or “Value annuities.” The report and the accompanying models ...

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    • Authors: William Price
    • Date: Nov 2021
    • Competency: External Forces & Industry Knowledge
    • Topics: Predictive Analytics

  • Creating a Useful Training Dataset for Predictive Modeling

    Creating a Useful Training Dataset for Predictive Modeling Even the best algorithms are only effective if they are trained on appropriate data. This article discusses common pitfalls in creating ...

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    • Authors: Anders Larson
    • Date: Dec 2016
    • Competency: Professional Values>Practice expertise; Technical Skills & Analytical Problem Solving>Problem analysis and definition; Technical Skills & Analytical Problem Solving>Process and technique refinement
    • Publication Name: Predictive Analytics and Futurism Newsletter
    • Topics: Modeling & Statistical Methods>Forecasting; Predictive Analytics; Technology & Applications>Analytics and informatics

  • Regression and Classification, a Deeper Look

    Regression and Classification, a Deeper Look A look into how machine learning models implement classification and regression at a deeper level. Covers topics such as multi-regression, softmax, ...

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    • Authors: Jeff T Heaton
    • Date: Jul 2016
    • Competency: Technical Skills & Analytical Problem Solving>Innovative solutions
    • Publication Name: Predictive Analytics and Futurism Newsletter
    • Topics: Predictive Analytics; Technology & Applications

  • Using Hadoop and Spark for Distributed Predictive Modeling

    Using Hadoop and Spark for Distributed Predictive Modeling The newer predictive modeling tools are powerful but they work best when supported by a lot of computing power. Parallel processing is ...

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    • Authors: Dihui Lai, Qichun Xu
    • Date: Jul 2016
    • 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>Data mining; Predictive Analytics
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