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Creating a Useful Training Dataset for Predictive Modeling
from the health care world. LIMITATIONS ON PATIENTS WITH CLAIMS HISTORIES Accountable care organizations ... For instance, in a model that predicts health care costs, this time period would be used to determine ...- 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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Health Actuaries and the Short-term Prediction Problem
inherent complexity of predicting future health care costs in a relatively short time frame—particularly ... predictions far into the future—estimates of health care spending in 20 years or the expected deficit in ...- Date: May 2012
- Competency: Communication>Oral communication; Communication>Written communication; External Forces & Industry Knowledge>General business skills; Leadership>Influence; Professional Values>Practice expertise; Relationship Management>Relationships and trust; Strategic Insight and Integration>Influence decisions; Strategic Insight and Integration>Management partnership
- Publication Name: Health Watch
- Topics: Actuarial Profession>Best practices; Actuarial Profession>Standards of practice; Modeling & Statistical Methods>Forecasting; Modeling & Statistical Methods>Sensitivity testing