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  • Predictive Analytics in a Chaotic Data World
    Predictive Analytics in a Chaotic Data World Often actuarial practitioners are faced with working with data that is less than ideal. The data may be observed with gaps in it, a model may suggest ...

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    • Authors: Wai Chan
    • Date: Sep 2019
    • Competency: Results-Oriented Solutions; Technical Skills & Analytical Problem Solving
    • Topics: Predictive Analytics; Predictive Analytics>Modeling techniques; Predictive Analytics>Programming languages & tools
  • Session 30 - Applications of Machine Learning in Life Insurance Modeling
    Session 30 - Applications of Machine Learning in Life Insurance Modeling Discussion of machine learning applications currently being used to augment traditional actuarial modeling in the life ...

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    • Authors: Zachary Stenberg
    • Date: Aug 2019
    • Competency: Technical Skills & Analytical Problem Solving
    • Topics: Modeling & Statistical Methods>Estimation methods; Predictive Analytics>Modeling techniques
  • Government Sponsored Health Actuarial Initiatives in Colombia
    Government Sponsored Health Actuarial Initiatives in Colombia Highlights of two 2018 health events organized by the Colombian Association of Actuaries and sponsored by the Colombian Government.

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    • Authors: Armando Zarruk
    • Date: Nov 2019
    • Competency: Technical Skills & Analytical Problem Solving
    • Publication Name: International News
    • Topics: Health & Disability>Health risks; Predictive Analytics; Predictive Analytics>Modeling techniques
  • GET BETTER ACQUAINTED WITH YOUR KNOWN UNKNOWNS
    GET BETTER ACQUAINTED WITH YOUR KNOWN UNKNOWNS Uncertainty of a predictive model is a fact of life that many insurers could be overlooking at their peril without a framework for assessing it. The ...

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    • Authors: Dan Kim, Boyang Meng
    • Date: Apr 2020
    • Competency: Results-Oriented Solutions
    • Publication Name: Predictive Analytics and Futurism Newsletter
    • Topics: Experience Studies & Data>Mortality; Predictive Analytics>Modeling techniques; Predictive Analytics>Quality control & model governance
  • Yi-Ling Lin: SOA Predictive Analytics Program Prepares You for Health Care’s Future
    Yi-Ling Lin: SOA Predictive Analytics Program Prepares You for Health Care’s Future Yi-Ling Lin, FSA, MAAA, FCA, started the SOA’s Predictive Analytics Certificate Program to keep pace with the ...

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    • Authors: Society of Actuaries
    • Date: Nov 2019
    • Topics: Health & Disability; Health & Disability>Chronic health management - Health & Disability; Health & Disability>Health care; Health & Disability>Health care quality; Health & Disability>Health information technology; Health & Disability>Health insurance; Health & Disability>Health risks; Health & Disability>Payment models; Predictive Analytics; Health & Disability>Affordable Care Act (ACA); Health & Disability>Association Health Plans; Health & Disability>Claims - Health & Disability; Health & Disability>Provider networks; Health & Disability>Provider risk; Predictive Analytics>Modeling techniques; Predictive Analytics>Programming languages & tools; Health & Disability>Electronic medical record
  • Predictive Analytics in a Chaotic Data World
    Predictive Analytics in a Chaotic Data World Often actuarial practitioners are faced with working with data that is less than ideal. The data may be observed with gaps in it, a model may suggest ...

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    • Authors: Wai Chan
    • Date: Sep 2019
    • Competency: Results-Oriented Solutions
    • Topics: Predictive Analytics; Predictive Analytics>Modeling techniques; Predictive Analytics>Programming languages & tools
  • Session 058: Does It Really Work? - Validating Predictive Models
    Session 058: Does It Really Work? - Validating Predictive Models You’ve built or updated a predictive model. Is it any good? How can you interpret and understand its predictions? How does it ...

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    • Date: Jul 2019
    • Competency: Technical Skills & Analytical Problem Solving
    • Topics: Modeling & Statistical Methods>Sensitivity testing; Predictive Analytics>Modeling techniques
  • Quantile Regression - A New Actuarial Approach to Claims Estimation
    Quantile Regression - A New Actuarial Approach to Claims Estimation Health claims are not normally distributed. Claims Forecasting can be improved by understanding the entire distribution of ...

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    • Authors: Robert Jason Reed (Jason)
    • Date: Apr 2020
    • Competency: Technical Skills & Analytical Problem Solving
    • Publication Name: Health Watch
    • Topics: Health & Disability; Predictive Analytics; Health & Disability>Claims - Health & Disability; Predictive Analytics>Modeling techniques
  • Ehren Nagel: SOA Predictive Analytics Certificate Has Positively Impacted My Work
    Ehren Nagel: SOA Predictive Analytics Certificate Has Positively Impacted My Work Early in his career, Ehren Nagel, FSA, MAAA, scoured through podcasts and articles about predictive analytics, ...

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    • Authors: Society of Actuaries
    • Date: Nov 2019
    • Topics: Health & Disability; Health & Disability>Chronic health management - Health & Disability; Health & Disability>Health care; Health & Disability>Health care quality; Health & Disability>Health information technology; Health & Disability>Health insurance; Health & Disability>Health risks; Health & Disability>Payment models; Predictive Analytics; Health & Disability>Affordable Care Act (ACA); Health & Disability>Association Health Plans; Health & Disability>Claims - Health & Disability; Health & Disability>Provider networks; Health & Disability>Provider risk; Predictive Analytics>Modeling techniques; Predictive Analytics>Programming languages & tools; Health & Disability>Electronic medical record
  • Predictive Modeling in Underwriting - Case Study
    Predictive Modeling in Underwriting - Case Study The SOA’s Reinsurance Research Section is seeking researchers to develop a case study using predictive models for one or more of several ...

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    • Authors: Society of Actuaries
    • Date: Aug 2019
    • Competency: External Forces & Industry Knowledge; Strategic Insight and Integration
    • Topics: Life Insurance>Underwriting - Life Insurance; Predictive Analytics; Predictive Analytics>Modeling techniques