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Deep Learning for Liability-Driven Investment
optimization of a dynamic asset allocation strategy is difficult to achieve with dynamic programming, whose ... construct a framework for learning the optimal dynamic strategic asset allocation plan for LDI, one can ...- 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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Python Libraries for Mortality Modeling
Python Libraries for Mortality Modeling Python is the leading programming language for data ... probability of censoring weights and cumulative/dynamic Area Under Curve for right-censored time-to-event ...- Authors: Carlos Brioso
- Date: Nov 2019
- Competency: Technical Skills & Analytical Problem Solving
- Publication Name: Actuary of the Future
- Topics: Modeling & Statistical Methods; Modeling & Statistical Methods>Data mining; Modeling & Statistical Methods>Regression analysis; Predictive Analytics; Predictive Analytics>Programming languages & tools
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All About Them Curves: Ordered Lorenz Curves and Lift Curves
All About Them Curves: Ordered Lorenz Curves and Lift Curves Feature article discussing ... complements to lift curves. Together, they form a dynamic combination of ways to measure risk stratification ...- Authors: Michael Niemerg
- Date: Jun 2019
- Competency: Technical Skills & Analytical Problem Solving
- Publication Name: Predictive Analytics and Futurism Newsletter
- Topics: Predictive Analytics
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Predictive Analytics, April 2019, Issue 20
complements to lift curves. Together, they form a dynamic combination of ways to measure risk stratification ... benefits. Benefit 1: Diversity of Thought A more dynamic workforce can allow companies to attract dif- ferent ...- Authors: Society of Actuaries
- Date: Jun 2019
- Competency: Technical Skills & Analytical Problem Solving
- Publication Name: Predictive Analytics and Futurism Newsletter
- Topics: Predictive Analytics
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Session 08: Policyholder Behavior Modeling and the Risks of Over-fitting Data
• Difficult to separate “base behavior” from “dynamic behavior” • More granularization of data results ... environments Types of behavior Base lapse vs dynamic lapse Partial withdrawal Premium persistency ...- Authors: Chanseo Lee, Timothy S Paris
- Date: May 2019
- Competency: Technical Skills & Analytical Problem Solving
- Topics: Experience Studies & Data>Policyholder or participant behavior - Experience ; Predictive Analytics
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Session 64: Utilizing Predictive Analytics to Set Assumptions
Develop a GLM based predictive model for base and dynamic lapses 41 © 2019 Willis Towers Watson. All rights ... Rate = Base Lapse (Share Class, Duration) x Dynamic Factor (Size, Surrender Charge) Policy Month ...- Authors: Michael Cusumano, Kendrick Lombardo, Michelle Lynne Rosel, Thomas Naraindas
- Date: May 2019
- Competency: Technical Skills & Analytical Problem Solving
- Topics: Life Insurance>Pricing - Life Insurance; Predictive Analytics
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Behavioral Simulations: Using agent-based modeling to understand policyholder behaviors
Behavioral Simulations: Using agent-based modeling to understand policyholder behaviors To expand ... stochastic approaches of modeling the base and dynamic behavior of policyholders. Such approaches suffer ...- Authors: Louis Lombardi
- Date: Dec 2012
- Competency: Technical Skills & Analytical Problem Solving
- Topics: Economics; Predictive Analytics; Technology & Applications
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Controlling Indirect Selection under Healthcare Reform
.................................. 62 30. A Dynamic System for Controlling Indirect Selection ... ... regulation, gets played out in the context of a dynamic game with adverse societal consequences. 21 ...- Authors: Tia Sawhney
- Date: Nov 2012
- Competency: Technical Skills & Analytical Problem Solving
- Topics: Economics>Health economics; Enterprise Risk Management>Risk measurement - ERM; Health & Disability>Payment models; Modeling & Statistical Methods>Data mining; Modeling & Statistical Methods>Modeling efficiency; Predictive Analytics
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Is Predictive Modeling the Answer?
shortcomings: • Inability to distinguish between base and dynamic behavior. Historical data will show a single ... which is a function of both base behavior and dynamic behavior. However, the use of traditional approaches ...- Authors: David Weinsier, Guillaume Briere-Giroux
- Date: Aug 2011
- Competency: Technical Skills & Analytical Problem Solving
- Publication Name: Risk Management
- Topics: Annuities>Variable annuities; Predictive Analytics