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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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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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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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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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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
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Modeling Extreme Events
Modeling Extreme Events A significant fraction of insurance risk is characterized by the tail of the claims distribution, where we have much less data to model probabilities accurately. Ignoring ...- Authors: Robert Jason Reed (Jason)
- Date: Jun 2021
- Competency: Technical Skills & Analytical Problem Solving
- Publication Name: Predictive Analytics and Futurism Newsletter
- Topics: Predictive Analytics>Modeling techniques
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Actuarial Open Educational Resources
Increasing technology is available to create and disseminate educational resources worldwide. In response, this article advocates creation of open educational resources (OERs) that will benefit ...- Authors: Edward Frees, Paul Herbert Johnson, Marjorie Rosenberg
- Date: Nov 2021
- Competency: Technical Skills & Analytical Problem Solving
- Publication Name: Expanding Horizons
- Topics: Actuarial Profession; Actuarial Profession>Professional development; Predictive Analytics; Predictive Analytics>Modeling techniques
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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, ...- 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
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What Machine Learning Can Do for You
What Machine Learning Can Do for You While many know that machine learning is a big deal and even have a general idea of what it is, many do not know what machine learning can do for them. As an ...- Authors: David Romoff
- Date: Feb 2022
- Competency: Technical Skills & Analytical Problem Solving
- Publication Name: Risks & Rewards
- Topics: Modeling & Statistical Methods; Modeling & Statistical Methods>Data mining; Modeling & Statistical Methods>Forecasting; Modeling & Statistical Methods>Regression analysis; Predictive Analytics; Predictive Analytics>Modeling techniques