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Modelling Process
Modelling Process An introduction of predictive modeling techniques that are applicable to insurance industry, including generalized linear model (GLM) and classification and regression tree ...- Authors: Qichun Xu
- Date: Dec 2013
- Competency: Technical Skills & Analytical Problem Solving>Innovative solutions; Technical Skills & Analytical Problem Solving>Problem analysis and definition
- Publication Name: Predictive Analytics and Futurism Newsletter
- Topics: Modeling & Statistical Methods>Data mining; Modeling & Statistical Methods>Regression analysis; Predictive Analytics
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Environmental Risk in Crop Insurance
Environmental Risk in Crop Insurance Crop insurance plays an important role in mitigating food production disasters and keeping a robust food production system in the United States. Crop ...- Date: Aug 2021
- Competency: External Forces & Industry Knowledge
- Topics: Predictive Analytics; Environment
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PAF Hack-a-thon 2020
PAF Hack-a-thon 2020 Data used for HAT at 2020 PA 4.0 event. 10/2/2020 12:00:00 AM ...- Authors: Society of Actuaries
- Date: Oct 2020
- Competency: Technical Skills & Analytical Problem Solving
- Topics: Predictive Analytics
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Predictive Modeling Techniques—A Case Study
Predictive Modeling Techniques—A Case Study A discussion on using the Cox Proportional Hazards Model in developing a predictive underwriting model that produces a mortality multiplier for each ...- Authors: Vincent Granieri
- Date: Jun 2017
- Competency: External Forces & Industry Knowledge>Actuarial methods in business operations
- Publication Name: Predictive Analytics and Futurism Newsletter
- Topics: Predictive Analytics
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Variable Selection in Predictive Modeling: Does it Really Matter
Variable Selection in Predictive Modeling: Does it Really Matter A discussion about how many models can address the over fitting issues caused by too many variables by regularization, variable ...- Authors: Kailan Shang
- Date: Jun 2017
- Competency: External Forces & Industry Knowledge>Actuarial methods in business operations
- Publication Name: Predictive Analytics and Futurism Newsletter
- Topics: Predictive Analytics
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Chairperson’s Corner: Change is Constant
Chairperson’s Corner: Change is Constant Reflection on three years on the PAF section council and where we're headed next. 1/7/2020 12:00:00 AM ...- Authors: Eileen Sheila Burns
- Date: Jan 2020
- Competency: External Forces & Industry Knowledge
- Publication Name: Predictive Analytics and Futurism Newsletter
- Topics: Predictive Analytics
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Session 36: Model Governance in an Open Source World
Session 36: Model Governance in an Open Source World Actuarial tools now include both open and closed source software; both need a strong model governance framework to mitigate potential sources ...- Authors: Dorothy Andrews, Society of Actuaries, Rohan Noel Alahakone
- Date: Sep 2018
- Competency: Professional Values
- Topics: Predictive Analytics
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Gaining Trust in Predictive Models—an Actuarial Perspective
Gaining Trust in Predictive Models—an Actuarial Perspective This article provides an overview of activities that should be considered by an actuary when validating a predictive model. It ...- Authors: David Alison FSA (David)
- Date: Sep 2021
- Competency: Communication; External Forces & Industry Knowledge; Results-Oriented Solutions; Strategic Insight and Integration; Technical Skills & Analytical Problem Solving
- Publication Name: The Financial Reporter
- Topics: Predictive Analytics>Modeling techniques; Predictive Analytics>Quality control & model governance; Technology & Applications>Artificial intelligence & machine learning
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2023-health-virtual-s05c
"Risk adjustment (RA) is a key component for CMS Medicare Advantage program and California Medicaid Managed Care program. While both RA programs follow generally accepted basic principles at ...- Date: Jan 2024
- Competency: Professional Values
- Topics: Health & Disability; Predictive Analytics; Social Insurance
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Social, Physical and Cultural Determinants of Health: Their Incorporation into Actuarial Data and Workstreams
Social, Physical and Cultural Determinants of Health: Their Incorporation into Actuarial Data and Workstreams This report provides actuaries and other professionals working with risk, data and ...- Authors: Rebecca Owen, Sara Teppema, Society of Actuaries
- Date: Apr 2023
- Competency: External Forces & Industry Knowledge; Results-Oriented Solutions
- Topics: Health & Disability; Predictive Analytics