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  • Monitoring Machine Learning
    even business users. The main reason to monitor model performance is to ensure that the model is meeting ... If not, it may be required to re-train or replace the model. There are secondary reasons to monitor related ...

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    • Authors: Carlos Brioso
    • Date: Jun 2021
    • Competency: External Forces & Industry Knowledge
    • Publication Name: Predictive Analytics and Futurism Newsletter
    • Topics: Predictive Analytics
  • Calibrating Risk Score Model with Partial Credibility
    Calibrating Risk Score Model with Partial Credibility This article describes a method that can ... when re-fitting a risk score model to a population of only moderate size. Learn how to use concepts like ...

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    • Authors: Sheamus Parkes, Bradley Armstrong
    • Date: Jul 2015
    • 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: Predictive Analytics and Futurism Newsletter
    • Topics: Health & Disability>Health care; Health & Disability>Health insurance; Modeling & Statistical Methods>Bayesian methods; Modeling & Statistical Methods>Data mining; Modeling & Statistical Methods>Estimation methods; Modeling & Statistical Methods>Regression analysis; Predictive Analytics
  • Predictive Modeling Techniques Applied to Quantifying Mortality Risk
    Predictive Modeling Techniques Applied to Quantifying Mortality Risk Using the Cox ... Techniques Applied to Quantifying Mortality Risk Using the Cox proportional Hazards Model to improve underwriting ...

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    • Authors: Vincent Granieri
    • Date: Jul 2016
    • Competency: External Forces & Industry Knowledge>Actuarial methods in business operations; External Forces & Industry Knowledge>Actuarial theory in business context; Results-Oriented Solutions>Actionable recommendations; Technical Skills & Analytical Problem Solving>Process and technique refinement
    • Publication Name: Predictive Analytics and Futurism Newsletter
    • Topics: Experience Studies & Data>Mortality; Life Insurance>Underwriting - Life Insurance; Predictive Analytics
  • Predictive Model Building 101
    Predictive Model Building 101 Process of building a predictive model and related considerations. Predictive ...

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    • Authors: Dorothy Andrews
    • Date: Jun 2017
    • Competency: Technical Skills & Analytical Problem Solving>Innovative solutions
    • Publication Name: Predictive Analytics and Futurism Newsletter
    • Topics: Predictive Analytics
  • An Introduction to Incremental Learning
    its many useful tools to derive meaning from a lot of otherwise unusable data such as handwriting. Again ... but we have tried to keep them understandable to the actuary who isn’t already familiar with stochastic ...

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    • Authors: David Snell, Qiang Wu
    • Date: Jul 2016
    • Competency: Technical Skills & Analytical Problem Solving>Innovative solutions
    • Publication Name: Predictive Analytics and Futurism Newsletter
    • Topics: Predictive Analytics
  • UseTree-based Algorithm for Predictive Modeling in Insurance
    UseTree-based Algorithm for Predictive Modeling in Insurance In this article, we will overview ... and understand how such models may be applied to the insurance industry. Generalized linear model;Neural ...

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    • Authors: Dihui Lai, Bingfeng Lu
    • Date: Dec 2016
    • Competency: Technical Skills & Analytical Problem Solving>Innovative solutions; Technical Skills & Analytical Problem Solving>Problem analysis and definition
    • Publication Name: Predictive Analytics and Futurism Newsletter
    • Topics: Predictive Analytics
  • Chairperson's Corner
    Chairperson's Corner Describes goals of the section for the coming year. ... Chairperson's Corner Describes goals of the section for the coming year. Predictive Analytics;Futurism;Predictive ...

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    • Authors: Eileen Burns
    • Date: Dec 2018
    • Competency: Leadership>Thought leadership
    • Publication Name: Predictive Analytics and Futurism Newsletter
    • Topics: Predictive Analytics
  • From the Editor: Predictive Analytics and Futurism (PAF)--It's Bigger on the Inside!
    From the Editor: Predictive Analytics and Futurism (PAF)--It's Bigger on the Inside! Editorial for the ... the May 2019 issue of Predictive Analytics & Futurism newsletter. Predictive Analytics, Futurism 6/6/2019 ...

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    • Authors: David Snell
    • Date: Jun 2019
    • Competency: Technical Skills & Analytical Problem Solving
    • Publication Name: Predictive Analytics and Futurism Newsletter
    • Topics: Predictive Analytics
  • Predictive Analytics and Futurism, August 2019, Issue 21
    Issue 21 Read the August 2019 issue of Predictive Analytics and Futurism published by the Predictive Analytics ... Section. Newsletter provide practical information for the working actuary, articles on trends that impact sections ...

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    • Authors: Society of Actuaries
    • Date: Aug 2019
    • Competency: External Forces & Industry Knowledge
    • Publication Name: Predictive Analytics and Futurism Newsletter
    • Topics: Actuarial Profession; Predictive Analytics
  • Outgoing Chairperson's Note
    Outgoing Chairperson's Note Summary of what the section has accomplished ... Chairperson's Note Summary of what the section has accomplished over the past year. Predictive Analytics;Predictive ...

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    • Authors: Anders Larson
    • Date: Dec 2018
    • Competency: Technical Skills & Analytical Problem Solving>Innovative solutions
    • Publication Name: Predictive Analytics and Futurism Newsletter
    • Topics: Predictive Analytics
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