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Estimating Member-Level Treatment Effects with Uplift Modeling
inference problem is the following: if we knew someone’s future claim probability given that a treatment was ... the two claim probabilities would be the treatment’s effectiveness. However, in almost all cases, it is ...- Authors: Tanner Boyle , Randy Beams
- Date: Aug 2024
- Competency: Results-Oriented Solutions; Strategic Insight and Integration; Technical Skills & Analytical Problem Solving
- Publication Name: Long-Term Care News
- Topics: Long-term Care; Long-term Care>Chronic health management - Long-term Care; Long-term Care>Long-term care insurance; Long-term Care>Long-term care facilities & home care; Modeling & Statistical Methods>Credibility theory; Modeling & Statistical Methods>Deterministic models; Modeling & Statistical Methods>Estimation methods; Modeling & Statistical Methods>Modeling efficiency; Modeling & Statistical Methods>Regression analysis; Modeling & Statistical Methods>Simulation; Long-term Care>Claims - Long-term Care; Long-term Care>Incidence - Long-term Care; Long-term Care>Long-term care innovation