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Technology That Creates Flood of Data Can Also Help Actuaries Make Better Decisions
than just premium discounts. The J.D. Power 2020 U.S. Auto Insurance Study found 39 percent of auto insurance ... insurers closely align premiums with each customer’s driving behavior and actual miles driven. For example ...- Authors: Dennis Winkler
- Date: Aug 2021
- Competency: External Forces & Industry Knowledge; Technical Skills & Analytical Problem Solving
- Publication Name: News Direct
- Topics: Predictive Analytics; Technology & Applications>Analytics and informatics; Technology & Applications>Artificial intelligence & machine learning; Technology & Applications>Automation; Technology & Applications>Telematics
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Better Care Through Understanding the Customer Not Just the Patient
types of data exist outside a health plan or provider’s walls that would enable us to develop a more holistic ... data sources that can help inform us of a member’s needs and wants. The first two are publicly available ...- Authors: James Dolstad, Craig Cartossa, Justin Hartmann
- Date: Dec 2021
- Competency: Results-Oriented Solutions; Strategic Insight and Integration; 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; Health & Disability>Health risks; Health & Disability>Payment models; Predictive Analytics; Health & Disability>Provider networks; Health & Disability>Provider risk; Predictive Analytics>Modeling techniques
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Actuarial Open Educational Resources
methodologies and application of technology. Let’s build the future of actuarial education together. ... for an average session of nearly nine minutes. Table 1 shows the 50 countries with the largest number ...- 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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Deep Learning for Liability-Driven Investment
the optimal dynamic investment strategy π*(s) based on s, the states that decision makers can observe ... one that maximizes the reward function Q*(s,a) determined by s, the states, and a, the rebalancing action ...- Authors: Kailan Shang
- Date: Feb 2022
- Competency: Technical Skills & Analytical Problem Solving
- Publication Name: Risks & Rewards
- Topics: Finance & Investments; Predictive Analytics
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What Machine Learning Can Do for You
know that machine learning (ML) is out there and it’s all the rage and you've heard the stories. You even ... pitch on what ML can do for you. Here it is. Let’s Start with Linear Regression Remember hearing about ...- 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
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My PA Certificate Experience
This article is about my experience taking the SOA’s Predictive Analytics Certificate (PA Certificate) ... to hear about my Predictive Analytics journey. Let’s begin with why I signed up for the PA Certificate ...- 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