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Causes of Death: Patterns in the Insured Population, the Opioid Crisis and Deaths of Despair
Causes of Death: Patterns in the Insured Population, the Opioid Crisis and Deaths of Despair The presenters ... information about: -Insights into causes of death through the use of predictive models, based on a reinsured ...- Authors: Jean-Marc Fix, Donald Sampson, Anji Li Zhao, Nicholas Anthony Kocisak (Nicholas)
- Date: May 2020
- Competency: Technical Skills & Analytical Problem Solving
- Topics: Life Insurance; Life Insurance>Pricing - Life Insurance; Predictive Analytics
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Session 08: Policyholder Behavior Modeling and the Risks of Over-fitting Data
Policyholder Behavior Modeling and the Risks of Over-fitting Data The presenters will explore policyholder ... policyholder experience data for long-term products, risks of over-fitting data in developing behavioral models ...- 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 45: Assessing Credibility of Predictive Model
Session 45: Assessing Credibility of Predictive Model This session will review limited fluctuation credibility ... approaches through the lens of ASOP 25 will also be discussed. Assessing credibility of predictive model ...- Authors: Matthias Kullowatz, Brian Campbell
- Date: Sep 2018
- Competency: Technical Skills & Analytical Problem Solving
- Topics: Predictive Analytics
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Session 074: Using Predictive Analytics to Prescribe Care
Using Predictive Analytics to Prescribe Care The advent of machine learning algorithms has taken predictive ... boosting machines to k-nearest neighbors regression, the use of these techniques has gained significant traction ...- Authors: Johann Leida, Joseph Charles Long, Joseph Michael Dorocak , Donald Michael McLellan
- Date: May 2019
- Competency: Technical Skills & Analytical Problem Solving
- Topics: Health & Disability>Health risks; Predictive Analytics
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Session 07:B/I - Jupyter Notebooks: Interactive, Sharable Documents Consolidating Input, Output, and Documentation Across Multiple Programming Languages
rapidly growing fields and the tools are evolving at a formidable pace. The actuary who wants to be most ... effective will most likely have to learn at least the basics of more than one programming language, such as ...- Authors: Nicholas Hanewinckel, Julia Druce
- Date: Sep 2019
- Competency: Technical Skills & Analytical Problem Solving
- Topics: Predictive Analytics
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Session 64: Utilizing Predictive Analytics to Set Assumptions
to Set Assumptions Predictive models can improve the traditional actuarial assumption-setting process ... drivers, rank importance and account for interactions. The presenters will cover ways in which companies can ...- 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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Predictive Analytics in a Chaotic Data World
with working with data that is less than ideal. The data may be observed with gaps in it, a model may ... are very fragile to the inclusion or omission of just a few observations in the sample. Data, particularly ...- Authors: Wai Chan
- Date: Sep 2019
- Competency: Results-Oriented Solutions; Technical Skills & Analytical Problem Solving
- Topics: Predictive Analytics; Predictive Analytics>Modeling techniques; Predictive Analytics>Programming languages & tools
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GLM and its application in life insurance
business. Actuaries could and should be on top of it and lead the change. This practical session would provide ... be applied as a business tool in life insurance. The session would also focus on case-studies across different ...- Authors: Dixiang Zhang
- Date: Sep 2019
- Competency: Communication; Results-Oriented Solutions; Technical Skills & Analytical Problem Solving
- Topics: Life Insurance; Predictive Analytics
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Session 6: Customer Segmentation and Profitability Analysis
participation in the Society of Actuaries is an important aspect of membership. While the positive contributions ... contributions of professional societies and associations are well-recognized and encouraged, association ...- Authors: Talex Diede, Michael Niemerg
- Date: Oct 2018
- Competency: Technical Skills & Analytical Problem Solving
- Topics: Predictive Analytics
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GLM and Its Application in Life Insurance
GLM and Its Application in Life Insurance This practical session would provide a technical overview ... be applied as a business tool in life insurance. The session would also focus on case-studies sharing ...- Date: Sep 2019
- Competency: Results-Oriented Solutions; Technical Skills & Analytical Problem Solving
- Topics: Life Insurance; Predictive Analytics