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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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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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The State of Predictive Analytics in U.S. Health care
The State of Predictive Analytics in U.S. Health care Health care predictive analytics varies between payers and providers as well as being a powerful tool in business decision modeling. Data ...- Authors: Marilyn Medved McGaffin
- Date: Nov 2016
- Competency: External Forces & Industry Knowledge>Actuarial methods in business operations; Technical Skills & Analytical Problem Solving>Problem analysis and definition
- Publication Name: Health Watch
- Topics: Health & Disability>Health risks; Predictive Analytics
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Assessing Prescription Opioid Risk with Predictive Analytics
Assessing Prescription Opioid Risk with Predictive Analytics We highlight a new approach leveraging predictive analytics to identify high risk and rising risk opioid users for more effective ...- Authors: Joseph Boschert, Andrew Gaffner, Barbara Collier
- Date: Oct 2018
- Competency: External Forces & Industry Knowledge>Actuarial methods in business operations; External Forces & Industry Knowledge>Actuarial theory in business context; Leadership>Thought leadership; Professional Values>Practice expertise; Strategic Insight and Integration>Effective decision-making; Strategic Insight and Integration>Influence decisions; 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: Health Watch
- Topics: Demography>Population data; Experience Studies & Data; Health & Disability>Health information technology; Modeling & Statistical Methods>Data mining; Predictive Analytics; Technology & Applications>Analytics and informatics; Health & Disability>Electronic medical record
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Articles of interest to health actuaries in the North American Actuarial Journal
Articles of interest to health actuaries in the North American Actuarial Journal Abstracts of recent articles of interest to health actuaries Health insurance;Predictive Modeling;Longevity ...- Authors: Ian G Duncan
- Date: May 2016
- Competency: Technical Skills & Analytical Problem Solving>Problem analysis and definition
- Publication Name: Health Watch
- Topics: Demography>Longevity; Health & Disability>Health insurance; Predictive Analytics