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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
  • Predictive Modeling Techniques—A Case Study
    Predictive Modeling Techniques—A Case Study A discussion on using the Cox Proportional Hazards ... predictive underwriting model that produces a mortality multiplier for each individual. Predictive modeling ...

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    • Authors: Vincent Granieri
    • Date: Jun 2017
    • Competency: External Forces & Industry Knowledge>Actuarial methods in business operations
    • Publication Name: Predictive Analytics and Futurism Newsletter
    • Topics: Predictive Analytics
  • Variable Selection in Predictive Modeling: Does it Really Matter
    enabled by better data availability. For example, mortality risk can be assessed not only by tradi- tional ... about individuals or events that affect the mortality trend. In addition, some new data are categorical ...

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    • Authors: Kailan Shang
    • Date: Jun 2017
    • Competency: External Forces & Industry Knowledge>Actuarial methods in business operations
    • Publication Name: Predictive Analytics and Futurism Newsletter
    • Topics: Predictive Analytics
  • Bayesian Inference in Machine Learning
    Bayesian Inference in Machine Learning A discussion on machine learning and how it can be used ... hypothetical problem in the con- text of a variable annuity (VA) product and apply the Bayesian approach.

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    • Authors: Denis Perevolov
    • Date: Jun 2017
    • Competency: External Forces & Industry Knowledge>Actuarial methods in business operations
    • Publication Name: Predictive Analytics and Futurism Newsletter
    • Topics: Predictive Analytics
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