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2021 Life Meeting - Session 8B: Proxy Discrimination in Life Insurance 9.1.21 Recording
An emerging topic in the world of artificial intelligence and algorithms is the concern around proxy discrimination, in which members of protected class are disproportionately harmed, even if ...- Authors: Society of Actuaries
- Date: Sep 2021
- Competency: External Forces & Industry Knowledge
- Topics: Life Insurance; Modeling & Statistical Methods; Predictive Analytics; Public Policy
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2023-health-virtual-s01b
"A crucial importance in forecasting is to be able to distinguish cases when temporary slowdowns in health care utilization are followed by a “rebound” period of higher utilization. Come explore ...- Date: Jan 2024
- Competency: Technical Skills & Analytical Problem Solving
- Topics: Health & Disability; Modeling & Statistical Methods; Predictive Analytics
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Creating a Useful Training Dataset for Predictive Modeling
Creating a Useful Training Dataset for Predictive Modeling Even the best algorithms are only effective if they are trained on appropriate data. This article discusses common pitfalls in creating ...- Authors: Anders Larson
- Date: Dec 2016
- Competency: Professional Values>Practice expertise; Technical Skills & Analytical Problem Solving>Problem analysis and definition; Technical Skills & Analytical Problem Solving>Process and technique refinement
- Publication Name: Predictive Analytics and Futurism Newsletter
- Topics: Modeling & Statistical Methods>Forecasting; Predictive Analytics; Technology & Applications>Analytics and informatics
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Using Hadoop and Spark for Distributed Predictive Modeling
Using Hadoop and Spark for Distributed Predictive Modeling The newer predictive modeling tools are powerful but they work best when supported by a lot of computing power. Parallel processing is ...- Authors: Dihui Lai, Qichun Xu
- Date: Jul 2016
- Competency: Technical Skills & Analytical Problem Solving>Innovative solutions; Technical Skills & Analytical Problem Solving>Process and technique refinement
- Publication Name: Predictive Analytics and Futurism Newsletter
- Topics: Modeling & Statistical Methods>Data mining; Predictive Analytics
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2023-life-meeting-session-3g
Attend if you are an organization interested in utilizing various kinds of client data to improve the whole insurance sales process, and to develop new applications. Interested parties may ...- Authors: Society of Actuaries
- Date: Feb 2024
- Topics: Modeling & Statistical Methods; Predictive Analytics; FinTech & InsurTech
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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
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2022-impact-session-8g
ALM and hedging can reap significant benefits from innovation in computation and operations research. Explore applications of static and dynamic optimization in two different ALM and hedging use ...- Authors: Society of Actuaries
- Date: Sep 2023
- Topics: Financial Reporting & Accounting; Modeling & Statistical Methods; Predictive Analytics
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Like Peas in a Pod - Ideas in Cluster Analysis
Like Peas in a Pod - Ideas in Cluster Analysis This article gives a brief overview of ways to extend clustering analysis beyond basic methods such a k-means 4/22/2020 12:00:00 AM ...- Authors: Michael Niemerg
- Date: Apr 2020
- Competency: Technical Skills & Analytical Problem Solving
- Publication Name: Predictive Analytics and Futurism Newsletter
- Topics: Modeling & Statistical Methods; Predictive Analytics
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2023-hospital-health-plan-price
CMS has required hospitals to publish their chargemaster rates, cash discounts and negotiated rates as of January 1, 2021. Our panel is comprised of a data strategist, an executive from a large ...- Authors: Liang Zhou, Lina Chan
- Date: Apr 2024
- Competency: Results-Oriented Solutions; Strategic Insight and Integration; Technical Skills & Analytical Problem Solving
- Topics: Economics; Experience Studies & Data; Finance & Investments; Health & Disability; Modeling & Statistical Methods; Predictive Analytics; Technology & Applications
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2021 Life Meeting - Session 7A: Data Science for an Everyday Actuary 9.1.21 Recording
Data science, predictive analytics and AI are certainly the buzzwords these days. They are heavily used and developed in underwriting and marketing but for most actuaries, they might/may as well ...- Authors: Society of Actuaries
- Date: Sep 2021
- Competency: Technical Skills & Analytical Problem Solving
- Topics: Actuarial Profession; Experience Studies & Data; Modeling & Statistical Methods; Predictive Analytics; Technology & Applications; FinTech & InsurTech