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  • Predictive Modeling Techniques Applied to Quantifying Mortality Risk
    Predictive Modeling Techniques Applied to Quantifying Mortality Risk Using the Cox proportional Hazards Model ... to improve underwriting debits and credits. Mortality risk;Longevity risk;Life expectancy;Life insurance ...

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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
  • Company Profitability and Risk Dashboards--A Tool in the Understanding and Management of Risk, Part 1
    visual comparisons of key metrics to the company's business plan. The Part 2 article will add information ... Predictive modeling;Management skills;Life insurance;Mortality risk;Lapses 6442471025 9/1/2016 12:00:00 AM ...

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    • Authors: Marianne C Purushotham, Mark Birdsall
    • Date: Sep 2016
    • Competency: Communication>Difficult message delivery; External Forces & Industry Knowledge>Internal forces and business performance; Results-Oriented Solutions>Actionable recommendations; Strategic Insight and Integration>Big picture view; Strategic Insight and Integration>Effective decision-making; Strategic Insight and Integration>Influence decisions; Technical Skills & Analytical Problem Solving>Problem analysis and definition
    • Publication Name: Small Talk
    • Topics: Actuarial Profession>Best practices; Experience Studies & Data>Mortality; Life Insurance>Marketing and distribution - Life Insurance; Predictive Analytics
  • Accelerated Underwriting: A Transformational Trend
    Accelerated Underwriting: A Transformational Trend Defines Accelerated Underwriting programs as a ... trend, and outlines a process for evaluating mortality implications of such programs. Accelerated U ...

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    • Authors: Richard Pretty
    • Date: Jun 2017
    • Competency: External Forces & Industry Knowledge>Actuarial methods in business operations; Leadership>Thought leadership; Results-Oriented Solutions>Actionable recommendations; 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: Product Matters!
    • Topics: Life Insurance>Underwriting - Life Insurance; Predictive Analytics
  • Calibrating Risk Score Model with Partial Credibility
    “offset” variable that represented the original model’s risk score prediction. In a standard linear regression ... The specific error metrics are presented in the table below: Model Description Error Metric on Next Year ...
    • Authors: Sheamus Parkes, Brad Armstrong
    • Date: Oct 2015
    • Competency: Results-Oriented Solutions>Actionable recommendations; 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: Expanding Horizons
    • Topics: Health & Disability>Health care; Health & Disability>Health insurance; Health & Disability>Health risks; Modeling & Statistical Methods>Bayesian methods; Modeling & Statistical Methods>Data mining; Modeling & Statistical Methods>Estimation methods; Predictive Analytics
  • Company Profitability and Risk Dashboards— A Tool in the Understanding and Management of Risk, Part 2
    research paper showing sample results of lapse and mortality results using the Limited Fluctuation and Bühlmann ... currently in progress for term life insurance mortality and lapse rates.² These industry results could ...

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    • Authors: Marianne C Purushotham, Mark Birdsall
    • Date: Mar 2017
    • Competency: Results-Oriented Solutions>Actionable recommendations; Technical Skills & Analytical Problem Solving>Incorporate risk management; Technical Skills & Analytical Problem Solving>Innovative solutions
    • Publication Name: In The Public Interest
    • Topics: Enterprise Risk Management>Financial management; Enterprise Risk Management>Risk measurement - ERM; Predictive Analytics
  • Alternative Target Operating Model for your Predictive Analytics Function
    Alternative Target Operating Model for your Predictive Analytics Function Possible usage of tools that ... the models • Add any bells and whistles To ol s • Understand the model suggested (and rejected) ...

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    • Authors: Society of Actuaries
    • Date: Oct 2018
    • Competency: External Forces & Industry Knowledge>External forces and business performance; Results-Oriented Solutions>Actionable recommendations
    • Publication Name: CompAct
    • Topics: Predictive Analytics; Technology & Applications>Analytics and informatics; Technology & Applications>Business intelligence; Technology & Applications>Software