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Calibrating Risk Score Model with Partial Credibility
Calibrating Risk Score Model with Partial Credibility This article describes a method that can be useful when re-fitting a risk score model to a population of only moderate size. Learn how to use ...- Authors: Sheamus Parkes, Bradley Armstrong
- Date: Jul 2015
- Competency: Technical Skills & Analytical Problem Solving>Innovative solutions; 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: Health & Disability>Health care; Health & Disability>Health insurance; Modeling & Statistical Methods>Bayesian methods; Modeling & Statistical Methods>Data mining; Modeling & Statistical Methods>Estimation methods; Modeling & Statistical Methods>Regression analysis; Predictive Analytics
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Calibrating Risk Score Model with Partial Credibility
Calibrating Risk Score Model with Partial Credibility by Shea Parkes and Brad Armstrong Learn how to use concepts like ridge regression to train a model with partial credibility. Predictive ...- Authors: Sheamus Parkes, Brad Armstrong
- Date: Oct 2015
- Competency: Results-Oriented Solutions>Actionable recommendations; Technical Skills & Analytical Problem Solving>Innovative solutions; Technical Skills & Analytical Problem Solving>Problem analysis and definition; Technical Skills & Analytical Problem Solving>Process and technique refinement
- Publication Name: Expanding Horizons
- Topics: Health & Disability>Health care; Health & Disability>Health insurance; Health & Disability>Health risks; Modeling & Statistical Methods>Bayesian methods; Modeling & Statistical Methods>Data mining; Modeling & Statistical Methods>Estimation methods; Predictive Analytics
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Beyond Multiple Regression
Beyond Multiple Regression Overview of regularization and least angle regression approaches. Regression analysis;predictive modeling 6442470443 7/1/2016 12:00:00 AM ...- Authors: Michael Niemerg
- Date: Jul 2016
- 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: Predictive Analytics
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Validating a Novel Health Insurance Fraud Detection Method
Validating a Novel Health Insurance Fraud Detection Method This article describes methodologies for detection and deterrence of Medicare fraud. It also describes the validation of PRIDIT for ...- Authors: Robert D Lieberthal, Elias
- Date: Aug 2018
- Competency: External Forces & Industry Knowledge>Actuarial methods in business operations; Strategic Insight and Integration>Effective decision-making; Technical Skills & Analytical Problem Solving>Incorporate risk management; Technical Skills & Analytical Problem Solving>Innovative solutions; Technical Skills & Analytical Problem Solving>Problem analysis and definition; Technical Skills & Analytical Problem Solving>Process and technique refinement
- Publication Name: Risk Management
- Topics: Economics>Health economics; Enterprise Risk Management; Health & Disability>Health care; Health & Disability>Health care quality; Health & Disability>Health information technology; Health & Disability>Health insurance; Health & Disability>Public financing - Health & Disability; Modeling & Statistical Methods>Data mining; Predictive Analytics
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Case Study: Improving Projections with Predictive Analytics
Case Study: Improving Projections with Predictive Analytics First article in a series that walks through the progression from developing LTC assumptions using traditional methods to doing so ...- Authors: Missy Gordon, Joseph Long
- Date: Dec 2017
- Competency: Technical Skills & Analytical Problem Solving>Innovative solutions; Technical Skills & Analytical Problem Solving>Problem analysis and definition; Technical Skills & Analytical Problem Solving>Process and technique refinement
- Publication Name: Long-Term Care News
- Topics: Experience Studies & Data>Long-term care - Experience Studies & Data; Experience Studies & Data>Morbidity; Long-term Care>Long-term care insurance; Modeling & Statistical Methods>Regression analysis; Predictive Analytics
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Accelerated Underwriting: A Transformational Trend
Accelerated Underwriting: A Transformational Trend Defines Accelerated Underwriting programs as a transformational trend, and outlines a process for evaluating mortality implications of such ...- Authors: Richard Pretty
- Date: Jun 2017
- Competency: External Forces & Industry Knowledge>Actuarial methods in business operations; Leadership>Thought leadership; Results-Oriented Solutions>Actionable recommendations; Technical Skills & Analytical Problem Solving>Innovative solutions; Technical Skills & Analytical Problem Solving>Problem analysis and definition; Technical Skills & Analytical Problem Solving>Process and technique refinement
- Publication Name: Product Matters!
- Topics: Life Insurance>Underwriting - Life Insurance; Predictive Analytics
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Case 3: Improving LTC Projections with Predictive Analytics
Case 3: Improving LTC Projections with Predictive Analytics Third article in a series on how to use predictive analytics to improve the development of long-term care projection assumptions.- Authors: Missy Gordon, Joseph Long
- Date: Aug 2018
- Competency: Professional Values>Practice expertise; Technical Skills & Analytical Problem Solving>Innovative solutions; Technical Skills & Analytical Problem Solving>Problem analysis and definition; Technical Skills & Analytical Problem Solving>Process and technique refinement
- Publication Name: Long-Term Care News
- Topics: Experience Studies & Data>Long-term care - Experience Studies & Data; Long-term Care>Long-term care insurance; Modeling & Statistical Methods>Regression analysis; Predictive Analytics
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UseTree-based Algorithm for Predictive Modeling in Insurance
UseTree-based Algorithm for Predictive Modeling in Insurance In this article, we will overview some popular tree-based models and understand how such models may be applied to the insurance ...- Authors: Dihui Lai, Bingfeng Lu
- Date: Dec 2016
- 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: Predictive Analytics
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Proactively Managing Life Insurance Risks
Proactively Managing Life Insurance Risks The article explores the possibility of using the emerging technology for life insurers to build a monitor system for better risk and profitability ...- Authors: Feng Sun, Amy Tran
- Date: Aug 2018
- Competency: External Forces & Industry Knowledge>Actuarial methods in business operations; Strategic Insight and Integration>Effective decision-making; Technical Skills & Analytical Problem Solving>Incorporate risk management; Technical Skills & Analytical Problem Solving>Innovative solutions; Technical Skills & Analytical Problem Solving>Problem analysis and definition; Technical Skills & Analytical Problem Solving>Process and technique refinement
- Publication Name: Risk Management
- Topics: Enterprise Risk Management; Experience Studies & Data>Mortality; Life Insurance>Product development - Life Insurance; Predictive Analytics
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How to Get Started in Predictive Analytics
How to Get Started in Predictive Analytics Looks at free and inexpensive resources for the novice in predictive analytics, covering the data analysis theory as well as the most commonly used ...- Authors: Mary Campbell
- Date: Dec 2015
- Competency: Technical Skills & Analytical Problem Solving>Innovative solutions; 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>Data mining; Predictive Analytics