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Unpacking Predictive Analytics for the Long-Term Care Insurance Industry: How New Approaches to Model Visualization Can Support Greater Understanding of Results
assumptions for the purposes of reserving, rating, and valuation. These techniques avoid some of the disadvantages ... policyholder. Figure 1 A SHAP waterfall graph for an individual policyholder In Figure 1, the SHAP waterfall ...- Authors: Joseph Long, Missy Gordon, Michael Bergerson, John Hebig
- Date: Feb 2021
- Competency: Technical Skills & Analytical Problem Solving
- Publication Name: Long-Term Care News
- Topics: Predictive Analytics; Long-term Care>Incidence - Long-term Care
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Cloud Computing and Machine Learning Uses in the Actuarial Profession
.......................... 40 SECTION 5.1.2 VALUATION AND RESERVING ............................... ... efficient methodology. Companies may be collecting individual health data from consumer wearables, telematics ...- Authors: Jonathan Bruce Glowacki, Joshua Dobiac, Van Beach, Joseph Long, 000000751731, Antoine Ly
- Date: Jul 2019
- Competency: External Forces & Industry Knowledge
- Topics: Actuarial Profession; Technology & Applications
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Case 3: Improving LTC Projections with Predictive Analytics
(HC), and assisted living facility (ALF). Each table varied by gender as well as by lifetime and non-lifetime ... 54.3 MAE 6.5 5.5 5.2 The key takeaway from this table is that the GBM assump- tion produced similar results ...- Authors: Missy Gordon, Joseph Long
- Date: Aug 2018
- Competency: Professional Values>Practice expertise; 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: Long-Term Care News
- Topics: Experience Studies & Data>Long-term care - Experience Studies & Data; Long-term Care>Long-term care insurance; Modeling & Statistical Methods>Regression analysis; Predictive Analytics
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Evaluating LTC Population Health Programs
Evaluating LTC Population Health Programs LTC insurers are beginning to implement population health ... and opinions expressed herein are those of the individual authors and are not necessarily those of the ...
- Authors: Jeff Anderson , Robert T Eaton, Missy Gordon, Brian Hartman, Joseph Long, Juliet Michelle Spector
- Date: Feb 2023
- Competency: Strategic Insight and Integration; Technical Skills & Analytical Problem Solving
- Publication Name: Long-Term Care News
- Topics: Long-term Care>Chronic health management - Long-term Care; Modeling & Statistical Methods>Estimation methods
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Parallel cloud computing
your workflow sup- ports short-running tasks. Table 1 gives an estimate of potential cost reductions ... you have in place with Microsoft Azure or AWS. Table 1 Potential Cost Reductions VM Option Total ...- Authors: Joseph Long, Dan McCurley
- Date: Apr 2018
- Competency: Technical Skills & Analytical Problem Solving>Innovative solutions
- Publication Name: CompAct
- Topics: Technology & Applications>Analytics and informatics; Technology & Applications>Software