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Predictive Modeling Techniques Applied to Quantifying Mortality Risk
Predictive Modeling Techniques Applied to Quantifying Mortality Risk Using the Cox proportional Hazards Model ... to improve underwriting debits and credits. Mortality risk;Longevity risk;Life expectancy;Life insurance ...- Authors: Vincent Granieri
- Date: Jul 2016
- Competency: External Forces & Industry Knowledge>Actuarial methods in business operations; External Forces & Industry Knowledge>Actuarial theory in business context; Results-Oriented Solutions>Actionable recommendations; Technical Skills & Analytical Problem Solving>Process and technique refinement
- Publication Name: Predictive Analytics and Futurism Newsletter
- Topics: Experience Studies & Data>Mortality; Life Insurance>Underwriting - Life Insurance; Predictive Analytics
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Improving Techniques: The use of predictive analytics in the development of experience studies
define as individual life fully underwritten mortality, but also generally comparable for assumption ... applicable data for this period: Factors that impact mortality Exposures and deaths, based on count and face ...- Authors: John Fenton, Kendrick Lombardo
- Date: Oct 2015
- Competency: External Forces & Industry Knowledge>Actuarial methods in business operations; Technical Skills & Analytical Problem Solving>Process and technique refinement
- Publication Name: The Actuary Magazine
- Topics: Life Insurance>Underwriting - Life Insurance; Predictive Analytics; Technology & Applications>Analytics and informatics
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Maximal Information Coefficient: An Introduction to Informat
phe- nomenon under investigation; 2. Adjusting mortality tables in a statistically valid manner to obtain ... simultaneously developing a table that is as close as possible to a given standard mortality table; 3. Smoothing ...- Authors: Bryon Robidoux
- Date: Jun 2017
- Competency: Technical Skills & Analytical Problem Solving>Process and technique refinement
- Publication Name: Predictive Analytics and Futurism Newsletter
- Topics: Predictive Analytics
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Actuarial Statistics with R: Book Review
Actuarial Statistics with R: Book Review Reviewing a text covering multiple statistical modeling ... Asset Pricing Model;Generalized linear model;Mortality modeling;Predictive modeling;Stochastic models;Monte ...- Authors: Mary Campbell
- Date: Dec 2018
- Competency: Technical Skills & Analytical Problem Solving>Innovative solutions; Technical Skills & Analytical Problem Solving>Process and technique refinement
- Publication Name: Predictive Analytics and Futurism Newsletter
- Topics: Modeling & Statistical Methods>Regression analysis; Modeling & Statistical Methods>Simulation; 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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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
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Assessing Prescription Opioid Risk with Predictive Analytics
National Vital Statistics System. Mortality. CDC Wonder, Atlanta: U.S. Department of Health and Human ... Tamara M. Haegerich, and Roger Chou. Morbidity and Mortality Weekly Report: CDC Guideline for Prescribing ...- Authors: Joseph Boschert, Andrew Gaffner, Barbara Collier
- Date: Oct 2018
- Competency: External Forces & Industry Knowledge>Actuarial methods in business operations; External Forces & Industry Knowledge>Actuarial theory in business context; Leadership>Thought leadership; Professional Values>Practice expertise; Strategic Insight and Integration>Effective decision-making; Strategic Insight and Integration>Influence decisions; 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: Health Watch
- Topics: Demography>Population data; Experience Studies & Data; Health & Disability>Health information technology; Modeling & Statistical Methods>Data mining; Predictive Analytics; Technology & Applications>Analytics and informatics; Health & Disability>Electronic medical record