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Deep Learning for Liability-Driven Investment
the optimal dynamic investment strategy π*(s) based on s, the states that decision makers can observe ... one that maximizes the reward function Q*(s,a) determined by s, the states, and a, the rebalancing action ...- Authors: Kailan Shang
- Date: Feb 2022
- Competency: Technical Skills & Analytical Problem Solving
- Publication Name: Risks & Rewards
- Topics: Finance & Investments; Predictive Analytics
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How Significant Is Statistical Significance?
income affects mortality. The null hypothesis suggests that income does not affect mortality. Thus, B equals ... not equal zero, mean- ing that income affects mortality (either positive or negative). Tests of statistical ...- Authors: Rosmery Cruz
- Date: Aug 2019
- Competency: Technical Skills & Analytical Problem Solving
- Publication Name: Predictive Analytics and Futurism Newsletter
- Topics: Predictive Analytics
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The Growing World of “Off - Balance Sheet” Talent and Workforce Modeling
applications of predictive analytics for insurance and annuity products. She can be reached at prisrivastava@deloitte ... Characteristics, Earnings and Benefits. Letter from the U.S. Government Accountability O ice, April 20, 2015 ...- Authors: Nathan Dennis Pohle, Priyanka Srivastava
- Date: Jun 2019
- Competency: Communication; External Forces & Industry Knowledge; Relationship Management; Strategic Insight and Integration
- Publication Name: Predictive Analytics and Futurism Newsletter
- Topics: Actuarial Profession; Predictive Analytics
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Getting Started with Advanced Analytics: The How and Why
newer and bigger world of Big Data and the Big Table. In health care, the new world is about integration ... mod- els because they were first developed for mortality. However, think of them as patterns of events ...- Authors: Gregory Pence
- Date: Jan 2014
- Competency: External Forces & Industry Knowledge>Actuarial methods in business operations
- Publication Name: Health Watch
- Topics: Predictive Analytics
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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
credibility weighted adjustments based on the company’s experience. This helps ensure projection assumptions ... experience by not over fitting assumptions to the company’s historical experience. Determining the credibility ...- 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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Like Peas in a Pod - Ideas in Cluster Analysis
create a feature that encodes the average income, mortality rate, or per member per month (PMPM) health care ... Computational Statistics 5(5):349-361. Lundberg S., Lee S., A unified approach to interpreting model predictions ...- Authors: Michael Niemerg
- Date: Apr 2020
- Competency: Technical Skills & Analytical Problem Solving
- Publication Name: Predictive Analytics and Futurism Newsletter
- Topics: Modeling & Statistical Methods; Predictive Analytics
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What Machine Learning Can Do for You
know that machine learning (ML) is out there and it’s all the rage and you've heard the stories. You even ... pitch on what ML can do for you. Here it is. Let’s Start with Linear Regression Remember hearing about ...- Authors: David Romoff
- Date: Feb 2022
- Competency: Technical Skills & Analytical Problem Solving
- Publication Name: Risks & Rewards
- Topics: Modeling & Statistical Methods; Modeling & Statistical Methods>Data mining; Modeling & Statistical Methods>Forecasting; Modeling & Statistical Methods>Regression analysis; Predictive Analytics; Predictive Analytics>Modeling techniques
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51st Annual Actuarial Research Conference
committee said they wanted to hear about: Longevity’s Impact on Insurance & Public Policy Climate Change ... bank of the University of Minnesota’s Twin Cities campus. McNamara’s design is inspired by the Minnesota ...- Authors: Laurie Derechin
- Date: Oct 2016
- Competency: Leadership; Professional Values; Technical Skills & Analytical Problem Solving
- Publication Name: Expanding Horizons
- Topics: Actuarial Profession; Enterprise Risk Management; General Insurance (Property & Casualty); Health & Disability>Health insurance; Life Insurance; Modeling & Statistical Methods; Predictive Analytics
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Analytics and the Analytical Iinsurer
informatics ;Predictive modeling By Stuart Rose Today’s insurers are using analytics throughout the business ... between the likelihood of a claim and the policyholder’s closeness to a large urban area. Actuaries might use ...- Date: Oct 2013
- Competency: Leadership>Thought leadership; Technical Skills & Analytical Problem Solving>Innovative solutions; Technical Skills & Analytical Problem Solving>Problem analysis and definition
- Publication Name: CompAct
- Topics: General Insurance (Property & Casualty)>Claims - General Insurance; Predictive Analytics; Technology & Applications>Analytics and informatics
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Give Me Some Credibility: Addressing the Challenge of Volatility in Value-Based Contracts—Part 2
improve credibility enough that a larger provider's own prior period experience can be used directly, ... for providers to trust. Questions of the form “it's not clear or fair that I should be measured based ...- Authors: Maria Knox, James Pisko, Keith Passwater
- Date: May 2023
- Competency: External Forces & Industry Knowledge; Results-Oriented Solutions; Technical Skills & Analytical Problem Solving
- Publication Name: Health Watch
- Topics: Health & Disability; Health & Disability>Health care; Health & Disability>Health care quality; Health & Disability>Health insurance; Predictive Analytics; Health & Disability>Provider networks; Health & Disability>Provider risk; Predictive Analytics>Modeling techniques