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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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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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Give Me Some Credibility: Addressing the Challenge of Volatility in Value-Based Contracts—Part 2
Give Me Some Credibility: Addressing the Challenge of Volatility in Value-Based Contracts—Part 2 Discover the key components of value-based care (VBC) contracts and their impact on provider ...- Authors: Maria Knox, James Pisko, Keith Passwater
- Date: May 2023
- Competency: External Forces & Industry Knowledge; Results-Oriented Solutions; Technical Skills & Analytical Problem Solving
- Publication Name: Health Watch
- Topics: Health & Disability; Health & Disability>Health care; Health & Disability>Health care quality; Health & Disability>Health insurance; Predictive Analytics; Health & Disability>Provider networks; Health & Disability>Provider risk; Predictive Analytics>Modeling techniques
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My PA Certificate Experience
My PA Certificate Experience Article describing content and key takeaways from experience completing the SOA PA Certificate Regression analysis, statistical methods, cluster analysis By Justin ...- Authors: Justin Serebro
- Date: Mar 2024
- Competency: Communication; External Forces & Industry Knowledge; Technical Skills & Analytical Problem Solving
- Publication Name: Actuary of the Future
- Topics: Modeling & Statistical Methods; Predictive Analytics; Predictive Analytics>Modeling techniques; Predictive Analytics>Programming languages & tools
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The Future of Actuarial Models
The Future of Actuarial Models A look at the near future and far future of various elements of Actuarial Models as defined through ASOP 51. What is driving the complexity for inputs, ...- Authors: Nathan Worrell
- Date: Jul 2022
- Competency: External Forces & Industry Knowledge; Strategic Insight and Integration; Technical Skills & Analytical Problem Solving
- Publication Name: Actuary of the Future
- Topics: Technology & Applications>Analytics and informatics; Technology & Applications>Software; Predictive Analytics>Modeling techniques; Technology & Applications>Artificial intelligence & machine learning
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2021-pa-hack-a-thon
This is a 4-hour predictive analytics competition. It will be developed by the PAF and Modeling section. The competition will use publicly available data and ask participants to predict the ...- Authors: Society of Actuaries
- Date: Jul 2021
- Topics: Predictive Analytics; Predictive Analytics>Modeling techniques; Predictive Analytics>Programming languages & tools
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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 ...- Date: Jul 2019
- Competency: Technical Skills & Analytical Problem Solving
- Topics: Modeling & Statistical Methods>Sensitivity testing; Predictive Analytics>Modeling techniques
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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.- 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
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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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Surrogate Models: A Comfortable Middle Ground?
Surrogate Models: A Comfortable Middle Ground? In this article we examine the benefits and drawbacks of using a global surrogate of a black-box model. Are surrogates a comfortable middle ground ...- Authors: Harrison Jones
- Date: Aug 2021
- Competency: Technical Skills & Analytical Problem Solving
- Publication Name: Predictive Analytics and Futurism Newsletter
- Topics: Modeling & Statistical Methods>Regression analysis; Predictive Analytics>Modeling techniques