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Quantile Regression - A New Actuarial Approach to Claims Estimation
Quantile Regression - A New Actuarial Approach to Claims Estimation Health claims are not normally distributed. Claims Forecasting can be improved by understanding the entire distribution of ...- Authors: Robert Jason Reed (Jason)
- Date: Apr 2020
- Competency: Technical Skills & Analytical Problem Solving
- Publication Name: Health Watch
- Topics: Health & Disability; Predictive Analytics; Health & Disability>Claims - Health & Disability; Predictive Analytics>Modeling techniques
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GET BETTER ACQUAINTED WITH YOUR KNOWN UNKNOWNS
GET BETTER ACQUAINTED WITH YOUR KNOWN UNKNOWNS Uncertainty of a predictive model is a fact of life that many insurers could be overlooking at their peril without a framework for assessing it. The ...- Authors: Dan Kim, Boyang Meng
- Date: Apr 2020
- Competency: Results-Oriented Solutions
- Publication Name: Predictive Analytics and Futurism Newsletter
- Topics: Experience Studies & Data>Mortality; Predictive Analytics>Modeling techniques; Predictive Analytics>Quality control & model governance
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Modeling Extreme Events
Modeling Extreme Events A significant fraction of insurance risk is characterized by the tail of the claims distribution, where we have much less data to model probabilities accurately. Ignoring ...- Authors: Robert Jason Reed (Jason)
- Date: Jun 2021
- Competency: Technical Skills & Analytical Problem Solving
- Publication Name: Predictive Analytics and Futurism Newsletter
- Topics: Predictive Analytics>Modeling techniques
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Actuarial Open Educational Resources
Increasing technology is available to create and disseminate educational resources worldwide. In response, this article advocates creation of open educational resources (OERs) that will benefit ...- Authors: Edward Frees, Paul Herbert Johnson, Marjorie Rosenberg
- Date: Nov 2021
- Competency: Technical Skills & Analytical Problem Solving
- Publication Name: Expanding Horizons
- Topics: Actuarial Profession; Actuarial Profession>Professional development; Predictive Analytics; Predictive Analytics>Modeling techniques
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Ehren Nagel: SOA Predictive Analytics Certificate Has Positively Impacted My Work
Ehren Nagel: SOA Predictive Analytics Certificate Has Positively Impacted My Work Early in his career, Ehren Nagel, FSA, MAAA, scoured through podcasts and articles about predictive analytics, ...- Authors: Society of Actuaries
- Date: Nov 2019
- Topics: Health & Disability; Health & Disability>Chronic health management - Health & Disability; Health & Disability>Health care; Health & Disability>Health care quality; Health & Disability>Health information technology; Health & Disability>Health insurance; Health & Disability>Health risks; Health & Disability>Payment models; Predictive Analytics; Health & Disability>Affordable Care Act (ACA); Health & Disability>Association Health Plans; Health & Disability>Claims - Health & Disability; Health & Disability>Provider networks; Health & Disability>Provider risk; Predictive Analytics>Modeling techniques; Predictive Analytics>Programming languages & tools; Health & Disability>Electronic medical record
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What Machine Learning Can Do for You
What Machine Learning Can Do for You While many know that machine learning is a big deal and even have a general idea of what it is, many do not know what machine learning can do for them. As an ...- 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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Session 30 - Applications of Machine Learning in Life Insurance Modeling
Session 30 - Applications of Machine Learning in Life Insurance Modeling Discussion of machine learning applications currently being used to augment traditional actuarial modeling in the life ...- Authors: Zachary Stenberg
- Date: Aug 2019
- Competency: Technical Skills & Analytical Problem Solving
- Topics: Modeling & Statistical Methods>Estimation methods; Predictive Analytics>Modeling techniques
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Yi-Ling Lin: SOA Predictive Analytics Program Prepares You for Health Care’s Future
Yi-Ling Lin: SOA Predictive Analytics Program Prepares You for Health Care’s Future Yi-Ling Lin, FSA, MAAA, FCA, started the SOA’s Predictive Analytics Certificate Program to keep pace with the ...- Authors: Society of Actuaries
- Date: Nov 2019
- Topics: Health & Disability; Health & Disability>Chronic health management - Health & Disability; Health & Disability>Health care; Health & Disability>Health care quality; Health & Disability>Health information technology; Health & Disability>Health insurance; Health & Disability>Health risks; Health & Disability>Payment models; Predictive Analytics; Health & Disability>Affordable Care Act (ACA); Health & Disability>Association Health Plans; Health & Disability>Claims - Health & Disability; Health & Disability>Provider networks; Health & Disability>Provider risk; Predictive Analytics>Modeling techniques; Predictive Analytics>Programming languages & tools; Health & Disability>Electronic medical record
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Deep Learning and Actuarial Experience Analysis
Deep Learning and Actuarial Experience Analysis Deep learning neural network applied to experience analysis for post-level term lapse and mortality. Neural networks, Mortality Assumption, ...- Authors: Kevin Kuo, Robert Crompton
- Date: May 2019
- Competency: Results-Oriented Solutions
- Publication Name: CompAct
- Topics: Experience Studies & Data; Experience Studies & Data>Mortality; Experience Studies & Data>Policyholder or participant behavior - Experience ; Predictive Analytics>Modeling techniques; Predictive Analytics>Programming languages & tools
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Adapting Credibility Blended Rates to Encompass Machine Learning Predictions
Adapting Credibility Blended Rates to Encompass Machine Learning Predictions Actuarial concepts of credibility can be extended to encompass additional information provided by new machine learning ...- Date: Apr 2021
- Competency: Technical Skills & Analytical Problem Solving
- Publication Name: Predictive Analytics and Futurism Newsletter
- Topics: Predictive Analytics>Modeling techniques