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  • Predicative Analytics and Futurism Section, Issue 17, April 2018
    basis. In some cases, that’s fine—I don’t really care how my Amazon Alexa is able to understand speech ... used a gradient boosting machine to predict primary care office visit utilization for individual patients ...

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    • Authors: Society of Actuaries
    • Date: Apr 2018
    • Publication Name: Predictive Analytics and Futurism Newsletter
  • Forecasting & Futurism Newsletter, Issue 1, September 2009
    In the Product Development Delphi method, the primary Round Two participant instruction was, “For each ... healthcare systems. This paper explores how health care complexity challenges us to expand our repertoire ...

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    • Authors: Application Administrator
    • Date: Sep 2009
    • Publication Name: Predictive Analytics and Futurism Newsletter
  • Predictive Analytics & Futurism, June 2020, Issue 25
    proce- dure. To say this another way: for now, we care more about how the smooths fit vs. how the model ... GAM encompasses a wide range of models mak- ing a direct Earth/GAM comparison tricky. However, there are ...

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    • Authors: Society of Actuaries
    • Date: Jun 2020
    • Competency: Technical Skills & Analytical Problem Solving
    • Publication Name: Predictive Analytics and Futurism Newsletter
    • Topics: Predictive Analytics
  • Predictive Analytics and Futurism, June 2017, Issue 15
    36 Using Predictive Modeling to Risk- Adjust Primary Care Panel Sizes By Anders Larson 3 From the Editors: ... “Using Predictive Modeling to Risk- Adjust Primary Care Panel Sizes” by Anders Larson: Anders describes ...

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    • Authors: Society of Actuaries
    • Date: Jun 2017
    • Competency: External Forces & Industry Knowledge>Actuarial methods in business operations
    • Publication Name: Predictive Analytics and Futurism Newsletter
  • Predictive Analytics and Futurism, August 2019, Issue 21
    semi-supervised GAN, using Keras and TensorFlow, for health care data. AN INTRODUCTION TO THE GENERATIVE ADVERSARIAL ... brilliant smile. She greeted the three of us with a direct handshake and eye contact that was neither flickering ...

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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
  • Predictive Analytics, April 2019, Issue 20
    arbitrary. For high-variance events such as health care claims or mortality, these small perturbations ... compile your Cython extension. This includes the primary Python library, named “python3.6m”; however, additional ...

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    • Authors: Society of Actuaries
    • Date: Jun 2019
    • Competency: Technical Skills & Analytical Problem Solving
    • Publication Name: Predictive Analytics and Futurism Newsletter
    • Topics: Predictive Analytics
  • Predictive Analytics & Futurism
    demographic information, drug patterns, lab results, past care, and other characteristics. A predictive model ... at how members evolve over time with episodes of care, and where others ended up based on this same trajectory ...

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    • Authors: Society of Actuaries
    • Date: Nov 2020
    • Competency: External Forces & Industry Knowledge
    • Publication Name: Predictive Analytics and Futurism Newsletter
    • Topics: Predictive Analytics
  • Predictive Analytics and Futurism, April 2020, Issue 24
    profiles together. If you know what their health care claim costs are, you might be able to use this as ... mortality rate, or per member per month (PMPM) health care claim cost within that ZIP code. ALGORITHMIC POTPOURRI ...

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    • Authors: Society of Actuaries
    • Date: Apr 2020
    • Publication Name: Predictive Analytics and Futurism Newsletter
  • Predictive Analytics and Futurism | Issue 13 July 2016
    indicators of frequent/better quality of health care, which would allow for early detection and mitigation ... weeks to familiarizing them with common health care data sources. We explain why these sources were ...

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    • Authors: Society of Actuaries
    • Date: Jul 2016
    • Publication Name: Predictive Analytics and Futurism Newsletter
  • Predictive Analytics and Futurism, August 2020, Issue 26
    to personal property and auto insurance. Health care delivery is also starting to show signs of transfor- ... create volatility in health, retirement, long-term care, and life insurance markets. To navigate the emerging ...

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    • Authors: Society of Actuaries
    • Date: Aug 2020
    • Competency: External Forces & Industry Knowledge
    • Publication Name: Predictive Analytics and Futurism Newsletter
    • Topics: Predictive Analytics