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Session 040: AI for Health Actuaries
Session 040: AI for Health Actuaries Artificial intelligence (AI) and Machine Learning (ML) are accelerating us into the fourth industrial revolution. In the next few years technological change ...- Authors: Sarah Abigail, Gaurav Gupta, Yiding Jiang, Martin Snow
- Date: May 2019
- Competency: External Forces & Industry Knowledge
- Topics: Predictive Analytics; Technology & Applications>Analytics and informatics
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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 ...- Authors: Wai Chan
- Date: Sep 2019
- Competency: Results-Oriented Solutions
- Topics: Predictive Analytics; Predictive Analytics>Modeling techniques; Predictive Analytics>Programming languages & tools
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Back When I Was an Actuary ...
Back When I Was an Actuary ... This is an Editorial describing the need for actuaries to upgrade skills or risk minimization from artificial intelligence. Career planning, Professional ...- Authors: David L. Snell
- Date: Aug 2019
- Competency: Communication; External Forces & Industry Knowledge; Strategic Insight and Integration
- Publication Name: Predictive Analytics and Futurism Newsletter
- Topics: Actuarial Profession; Predictive Analytics; Predictive Analytics>Programming languages & tools
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An R Package for Experience Studies
An R Package for Experience Studies A description of the operation of an R package for experience studies. Premium patterns, lapse rates, and mortality rates can be calculated. R, Python, ...- Authors: Matthew Caseres
- Date: Nov 2019
- Competency: Technical Skills & Analytical Problem Solving
- Publication Name: The Modeling Platform
- Topics: Predictive Analytics; Experience Studies & Data>Rate calculations; Predictive Analytics>Programming languages & tools
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All About Them Curves: Ordered Lorenz Curves and Lift Curves
All About Them Curves: Ordered Lorenz Curves and Lift Curves Feature article discussing the usefulness of Lorenz and Lift curves. Predictive Analytics, Futurism 6/6/2019 12:00:00 AM ...- Authors: Michael Niemerg
- Date: Jun 2019
- Competency: Technical Skills & Analytical Problem Solving
- Publication Name: Predictive Analytics and Futurism Newsletter
- Topics: Predictive Analytics
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Chairperson's Corner
Chairperson's Corner Chairperson's column for the May 2019 issue of Predictive Analytics & Futurism. Predictive Analytics, Futurism 6/6/2019 12:00:00 AM ...- Authors: Eileen Sheila Burns
- Date: Jun 2019
- Competency: Technical Skills & Analytical Problem Solving
- Publication Name: Predictive Analytics and Futurism Newsletter
- Topics: Predictive Analytics
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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 ...- 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
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Session 074: Using Predictive Analytics to Prescribe Care
Session 074: Using Predictive Analytics to Prescribe Care The advent of machine learning algorithms has taken predictive analytics and risk scoring to a new level. From gradient boosting ...- Authors: Johann Leida, Joseph Charles Long, Joseph Michael Dorocak , Donald Michael McLellan
- Date: May 2019
- Competency: Technical Skills & Analytical Problem Solving
- Topics: Health & Disability>Health risks; Predictive Analytics
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Session 07:B/I - Jupyter Notebooks: Interactive, Sharable Documents Consolidating Input, Output, and Documentation Across Multiple Programming Languages
Session 07:B/I - Jupyter Notebooks: Interactive, Sharable Documents Consolidating Input, Output, and Documentation Across Multiple Programming Languages Data science and predictive analytics are ...- Authors: Nicholas Hanewinckel, Julia Druce
- Date: Sep 2019
- Competency: Technical Skills & Analytical Problem Solving
- Topics: Predictive Analytics
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Predictive Analysis: The Effects of Technology and Weather on Crop Yield
Predictive Analysis: The Effects of Technology and Weather on Crop Yield This report proposes a methodology to isolate crop yield improvement due to technological change and favorable and ...- Authors: Lysa Porth, Ken Seng Tan, Wenjun Zhu
- Date: Dec 2019
- Competency: External Forces & Industry Knowledge
- Topics: General Insurance (Property & Casualty); Predictive Analytics