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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 ...- 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
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Exploiting While Exploring: An Introduction to Bayesian Optimization
Exploiting While Exploring: An Introduction to Bayesian Optimization An introduction to the methods and parameters for Bayesian Hyperparameter Optimization in a Life Insurance context. By Nick ...- Authors: Nicholas Hanewinckel
- Date: Jun 2021
- Competency: Results-Oriented Solutions; Technical Skills & Analytical Problem Solving
- Publication Name: Predictive Analytics and Futurism Newsletter
- Topics: Life Insurance; Predictive Analytics>Modeling techniques; Predictive Analytics>Programming languages & tools
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Diagnosing Breast Tumor Malignancy with a Genetic Algorithm and RBF Network
Diagnosing Breast Tumor Malignancy with a Genetic Algorithm and RBF Network This article shows how to use a RBF Neural network to predict if a breast tumor is malignant. The network is trained ...- Authors: Jeff T Heaton
- Date: Dec 2013
- Competency: Technical Skills & Analytical Problem Solving>Innovative solutions
- Publication Name: Predictive Analytics and Futurism Newsletter
- Topics: Life Insurance>Underwriting - Life Insurance
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InsurTech: The Next Disruptor for the Insurance Industry
InsurTech: The Next Disruptor for the Insurance Industry This article is about how insurance companies are deploying insurance technologies. Artifical Intelligence;Underwriting;Analytics ...- Authors: Dorothy Andrews
- Date: Aug 2018
- Competency: Technical Skills & Analytical Problem Solving>Innovative solutions
- Publication Name: Predictive Analytics and Futurism Newsletter
- Topics: Life Insurance>Policyholder behavior - Life Insurance
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Toiling in the Actuarial Vineyards: Accelerating Traditional Experience Analysis With GLM Trees
Toiling in the Actuarial Vineyards: Accelerating Traditional Experience Analysis With GLM Trees An application of GLM trees to mortality modeling using the Individual Life Experience Committee ...- Authors: Philip Lance Adams
- Date: Apr 2020
- Competency: Communication; Results-Oriented Solutions
- Publication Name: Predictive Analytics and Futurism Newsletter
- Topics: Experience Studies & Data>Mortality; Life Insurance; Experience Studies & Data>Table construction
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Future Opportunities in the Life Insurance Industry—Views of a Delphi Study
Future Opportunities in the Life Insurance Industry—Views of a Delphi Study In 2007, members of the Forecasting & Futurism Section were joined by members of the Technology Section and the ...- Authors: Ben Wolzenski
- Date: Jul 2010
- Competency: Strategic Insight and Integration
- Publication Name: Predictive Analytics and Futurism Newsletter
- Topics: Life Insurance>Marketing and distribution - Life Insurance