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Predictive Analytics in a Chaotic Data World
Predictive Analytics in a Chaotic Data World Often actuarial practitioners are faced with working with data that is less than ideal. The data may be observed with gaps in it, a model may suggest ...- Authors: Wai Chan
- Date: Sep 2019
- Competency: Results-Oriented Solutions
- Topics: Predictive Analytics; Predictive Analytics>Modeling techniques; Predictive Analytics>Programming languages & tools
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Predictive Analytics in a Chaotic Data World
Predictive Analytics in a Chaotic Data World Often actuarial practitioners are faced with working with data that is less than ideal. The data may be observed with gaps in it, a model may suggest ...- 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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Session 3: Delphi - The Time Tested Non-Quantitative Prediction Tool
Session 3: Delphi - The Time Tested Non-Quantitative Prediction Tool The Delphi method is a non-quantitative forecasting approach that is most useful when other forecasting techniques appear to ...- Authors: Dorothy Andrews, Jack T Kerbeshian
- Date: Sep 2018
- Competency: Results-Oriented Solutions
- Topics: Predictive Analytics
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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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GLM and its application in life insurance
GLM and its application in life insurance This practical session would provide a technical overview about GLM techniques and describe how GLM can be applied as a business tool in solving business ...- Authors: Anilraj Pazhety
- Date: Sep 2019
- Competency: External Forces & Industry Knowledge; Results-Oriented Solutions; Strategic Insight and Integration; Technical Skills & Analytical Problem Solving
- Topics: Life Insurance; 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 about Generalized Linear Model (GLM) and describe how GLM can be applied as a business tool in ...- Date: Sep 2019
- Competency: Results-Oriented Solutions; Technical Skills & Analytical Problem Solving
- Topics: Life Insurance; Predictive Analytics
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Session 48 - Using Gestalt Psychology to Display Quantitative Information with a Neural Networks Chaser
Session 48 - Using Gestalt Psychology to Display Quantitative Information with a Neural Networks Chaser This session is a primer on how to apply Gestalt psychology to display quantitative ...- Authors: Rohan Noel Alahakone, Dorothy Andrews
- Date: Sep 2019
- Competency: Results-Oriented Solutions
- Topics: Modeling & Statistical Methods; Predictive Analytics
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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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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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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