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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 ...

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    • 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

  • Integrating Claims-Based and Survey-Based Data to Estimate Program Savings

    Integrating Claims-Based and Survey-Based Data to Estimate Program Savings An approach to quantify medical intervention savings when medical claims data is not available by leveraging overlapping ...

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    • Authors: Andrew Mackenzie, Ian G Duncan
    • Date: Oct 2017
    • Competency: Technical Skills & Analytical Problem Solving>Innovative solutions; Technical Skills & Analytical Problem Solving>Process and technique refinement
    • Publication Name: Health Watch
    • Topics: Health & Disability>Health care; Health & Disability>Health care quality; Modeling & Statistical Methods>Estimation methods; Modeling & Statistical Methods>Regression analysis

  • Estimating Member-Level Treatment Effects with Uplift Modeling

    Estimating Member-Level Treatment Effects with Uplift Modeling Private LTC insurers are paving the way for value-based care through working to implement care management programs that improve the ...

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    • 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; 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
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