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When Affordability Savings Do Not Reduce Costs
When Affordability Savings Do Not Reduce Costs Regression to the mean is a phenomenon that arises when ... extreme or an outlier, future observations will be closer to the average. Health care actuaries need to understand ...- Authors: Tony Pistilli
- Date: Dec 2020
- Competency: Results-Oriented Solutions; Technical Skills & Analytical Problem Solving
- Publication Name: Health Watch
- Topics: Modeling & Statistical Methods>Forecasting; Modeling & Statistical Methods>Regression analysis; Predictive Analytics>Modeling techniques; Predictive Analytics>Quality control & model governance
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Healthcare Risk Adjustment & Predictive Modeling (predicting hospital readmission, draft chapter 20)
that aid in the prediction of the risk of readmission to a specific hospital within 30 days of discharge ... for Medicare patients, to aid in the identification and stratification of at-risk patients for hospitals ...- Authors: Society of Actuaries
- Date: Jun 2017
- Competency: External Forces & Industry Knowledge; Results-Oriented Solutions; Strategic Insight and Integration; Technical Skills & Analytical Problem Solving
- Topics: Health & Disability>Health insurance; Modeling & Statistical Methods>Regression analysis; Technology & Applications>Analytics and informatics
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A Look Inside the Black Box
Look Inside the Black Box This article provides a brief overview of the current state of machine learning ... around the integration of actuarial judgment with ML and AI. It concludes with an example of explainable ...- Authors: Gregory Louis Mottet FSA,MAAA (Greg)
- Date: Aug 2020
- Competency: External Forces & Industry Knowledge; Results-Oriented Solutions; Technical Skills & Analytical Problem Solving
- Publication Name: Health Watch
- Topics: Modeling & Statistical Methods>Regression analysis
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Healthcare Risk Adjustment & Predictive Modeling (Statistical Review, draft introductory chapter)
Healthcare Risk Adjustment & Predictive Modeling (Statistical Review, ... Probability distributions are mathematical representations of how statistical data behave. machine learning;predictive ...- Authors: Ian G Duncan
- Date: Jun 2017
- Competency: External Forces & Industry Knowledge; Results-Oriented Solutions; Strategic Insight and Integration; Technical Skills & Analytical Problem Solving
- Topics: Modeling & Statistical Methods>Regression analysis; Technology & Applications>Analytics and informatics