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Predictiveness vs. Interpretability
Predictiveness vs. Interpretability We compare two predictive analytics methods - GLM and GBM in terms of predictiveness vs. interpretability. GLM, GBM, Predictive Analytics 10/17/2019 12:00:00 ...- Authors: Kimberly Steiner, Boyang Meng
- Date: Oct 2019
- Competency: Results-Oriented Solutions; Technical Skills & Analytical Problem Solving
- Publication Name: CompAct
- Topics: Predictive Analytics; Predictive Analytics>Modeling techniques
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Artificial Intelligence and the Actuarial Profession
Artificial Intelligence and the Actuarial Profession Feature article discussing the ways artificial intelligence will influence the actuarial field. 6/6/2019 12:00:00 AM ...- Authors: Sarah Abigail
- Date: Jun 2019
- Competency: Technical Skills & Analytical Problem Solving
- Publication Name: Predictive Analytics and Futurism Newsletter
- Topics: Predictive Analytics
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Chairperson's Corner
Chairperson's Corner Chairperson's column for the May 2019 issue of Predictive Analytics & Futurism. Predictive Analytics, Futurism 6/6/2019 12:00:00 AM ...- Authors: Eileen Sheila Burns
- Date: Jun 2019
- Competency: Technical Skills & Analytical Problem Solving
- Publication Name: Predictive Analytics and Futurism Newsletter
- Topics: Predictive Analytics
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Estimating Probability of a Cyber-Security Breach
Estimating Probability of a Cyber-Security Breach The purpose of this paper is to define a predictive model, based on known system attributes, for assessing risk associated with information ...- Authors: Society of Actuaries, Arkady Shemyakin, Meghan Anthony, Maria Ishmael, Erik William Santa, Natalie Vandeweghe, Gary Stanull
- Date: Dec 2016
- Competency: Strategic Insight and Integration
- Publication Name: Risk Management
- Topics: Enterprise Risk Management; Health & Disability>Health information technology; Modeling & Statistical Methods>Bayesian methods; Predictive Analytics; Technology & Applications>Analytics and informatics
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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 and how to learn data science with the actuarial background. Predictive modeling;Modeling ...- 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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Improving Techniques: The use of predictive analytics in the development of experience studies
Improving Techniques: The use of predictive analytics in the development of experience studies The article focuses on the use of predictive analytics in the development of experience studies, ...- 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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Predictive Analytics and Machine Learning – Practical Applications for Actuarial Modeling (Nested Stochastic),
Predictive Analytics and Machine Learning – Practical Applications for Actuarial Modeling (Nested Stochastic), The objective of this paper is to provide a practical guide with concrete case ...- Authors: Society of Actuaries
- Date: May 2023
- Competency: Results-Oriented Solutions
- Topics: Predictive Analytics
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Assessing Prescription Opioid Risk with Predictive Analytics
Assessing Prescription Opioid Risk with Predictive Analytics We highlight a new approach leveraging predictive analytics to identify high risk and rising risk opioid users for more effective ...- 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
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LTC Population Management: Pursuing Healthful Strategies
LTC Population Management: Pursuing Healthful Strategies LTC insurers can proactively identify policyholders more likely to go on claim in the near future, and methods to potentially delay or ...- Authors: Robert Eaton, Missy Gordon
- Date: Nov 2020
- Competency: Strategic Insight and Integration
- Publication Name: Long-Term Care News
- Topics: Long-term Care; Predictive Analytics; Long-term Care>Claims - Long-term Care
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Impact of Exponential Technologies on Actuarial Profession
Impact of Exponential Technologies on Actuarial Profession Feature article describing how exponential technologies will affect the actuarial profession. Predictive Analytics, Futurism 6/18/2020 ...- Authors: Syed Danish Ali
- Date: Jun 2020
- Competency: Technical Skills & Analytical Problem Solving
- Publication Name: Predictive Analytics and Futurism Newsletter
- Topics: Predictive Analytics