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The State of Predictive Analytics in U.S. Health care
The State of Predictive Analytics in U.S. Health care Health care predictive analytics varies between ...- Authors: Marilyn Medved McGaffin
- Date: Nov 2016
- Competency: External Forces & Industry Knowledge>Actuarial methods in business operations; Technical Skills & Analytical Problem Solving>Problem analysis and definition
- Publication Name: Health Watch
- Topics: Health & Disability>Health risks; Predictive Analytics
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Mortality Improvement: The Ultimate Onion
Mortality Improvement: The Ultimate Onion Identifies current trends and considerations when setting ... setting the mortality improvement assumption for individual life insurance in the US. Life reinsurance;Life ...- Authors: Jay Biehl, Edward Hui
- Date: Nov 2018
- Competency: External Forces & Industry Knowledge>Actuarial theory in business context; External Forces & Industry Knowledge>External forces and business performance; Strategic Insight and Integration>Big picture view; Technical Skills & Analytical Problem Solving>Problem analysis and definition
- Publication Name: Reinsurance News
- Topics: Demography>Mortality - Demography; Demography>Longevity; Demography>Population data; Experience Studies & Data>Mortality; Life Insurance>Pricing - Life Insurance; Modeling & Statistical Methods>Forecasting; Predictive Analytics; Reinsurance>Life reinsurance; Reinsurance>General reinsurance
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Learning Data Science - From An Actuary’s Perspective
Learning Data Science - From An Actuary’s Perspective It talks about the major areas of data science ...- Authors: Xiaochuan Li
- Date: May 2017
- Competency: Technical Skills & Analytical Problem Solving>Innovative solutions; Technical Skills & Analytical Problem Solving>Problem analysis and definition
- Publication Name: Actuary of the Future
- Topics: Actuarial Profession>Professional development; Predictive Analytics
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Company Profitability and Risk Dashboards--A Tool in the Understanding and Management of Risk, Part 1
visual comparisons of key metrics to the company's business plan. The Part 2 article will add information ... Predictive modeling;Management skills;Life insurance;Mortality risk;Lapses 6442471025 9/1/2016 12:00:00 AM ...- Authors: Marianne C Purushotham, Mark Birdsall
- Date: Sep 2016
- Competency: Communication>Difficult message delivery; External Forces & Industry Knowledge>Internal forces and business performance; Results-Oriented Solutions>Actionable recommendations; Strategic Insight and Integration>Big picture view; Strategic Insight and Integration>Effective decision-making; Strategic Insight and Integration>Influence decisions; Technical Skills & Analytical Problem Solving>Problem analysis and definition
- Publication Name: Small Talk
- Topics: Actuarial Profession>Best practices; Experience Studies & Data>Mortality; Life Insurance>Marketing and distribution - Life Insurance; Predictive Analytics
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Accelerated Underwriting: A Transformational Trend
Accelerated Underwriting: A Transformational Trend Defines Accelerated Underwriting programs as a ... trend, and outlines a process for evaluating mortality implications of such programs. Accelerated U ...- Authors: Richard Pretty
- Date: Jun 2017
- Competency: External Forces & Industry Knowledge>Actuarial methods in business operations; Leadership>Thought leadership; Results-Oriented Solutions>Actionable recommendations; 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: Product Matters!
- Topics: Life Insurance>Underwriting - Life Insurance; Predictive Analytics
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How to Get Started in Predictive Analytics
Actuaries” by Alan Mills. Alan put together a handy table listing common forecasting approaches in actuarial ... life insurance—have discrete u/w classes as opposed to more continuous u/w; • might want to classify ...- Authors: Mary Campbell
- Date: Dec 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: Modeling & Statistical Methods>Data mining; Predictive Analytics
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Articles of interest to health actuaries in the North American Actuarial Journal
STRUCTURAL SUTSE MODEL: AN APPLICATION TO BRAZILIAN ANNUITY PLANS César Neves, Cristiano Fernandes and Álvaro ... information of a related population for which longer mortality time series exist. The state space model proposed ...- Authors: Ian G Duncan
- Date: May 2016
- Competency: Technical Skills & Analytical Problem Solving>Problem analysis and definition
- Publication Name: Health Watch
- Topics: Demography>Longevity; Health & Disability>Health insurance; Predictive Analytics
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Calibrating Risk Score Model with Partial Credibility
“offset” variable that represented the original model’s risk score prediction. In a standard linear regression ... The specific error metrics are presented in the table below: Model Description Error Metric on Next Year ...- Authors: Sheamus Parkes, Brad Armstrong
- Date: Oct 2015
- Competency: Results-Oriented Solutions>Actionable recommendations; 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: Expanding Horizons
- Topics: Health & Disability>Health care; Health & Disability>Health insurance; Health & Disability>Health risks; Modeling & Statistical Methods>Bayesian methods; Modeling & Statistical Methods>Data mining; Modeling & Statistical Methods>Estimation methods; Predictive Analytics
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Proactively Managing Life Insurance Risks
situation for life (mortality) and health products, it does pose a challenge for annuity (longevity) products ... products. Using payout annuity as an example, if the real- time tracking and data analytics tells an ...- Authors: Feng Sun, Amy Tran
- Date: Aug 2018
- Competency: External Forces & Industry Knowledge>Actuarial methods in business operations; Strategic Insight and Integration>Effective decision-making; Technical Skills & Analytical Problem Solving>Incorporate risk management; 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: Risk Management
- Topics: Enterprise Risk Management; Experience Studies & Data>Mortality; Life Insurance>Product development - Life Insurance; Predictive Analytics
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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