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Monitoring Machine Learning
implementation of a machine learning model? First, the model’s performance is expected to deteriorate over time. ... to evaluate model performance; for example, a mortality model may require a few years to accumulate enough ...- Authors: Carlos Brioso
- Date: Jun 2021
- Competency: External Forces & Industry Knowledge
- Publication Name: Predictive Analytics and Futurism Newsletter
- Topics: Predictive Analytics
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Adapting Credibility Blended Rates to Encompass Machine Learning Predictions
significantly impact our estimates. Table 1 illustrates the volatility: Table 1 Estimates Volatility There are ... Each player makes a contribution towards the game’s objective. The Shapley statistic attempts to divvy ...
- Date: Apr 2021
- Competency: Technical Skills & Analytical Problem Solving
- Publication Name: Predictive Analytics and Futurism Newsletter
- Topics: Predictive Analytics>Modeling techniques
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We All Have a Green Heart
told him as he shifted in his chair across the table. “My cameraman, James, will position himself here ... “In the simplest terms,” he began, staring at the table, “insur- ance companies and customers have the same ...- Authors: Anna Bearrood
- Date: Aug 2019
- Competency: Results-Oriented Solutions
- Publication Name: Predictive Analytics and Futurism Newsletter
- Topics: Actuarial Profession
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Actuarial Statistics with R: Book Review
Actuarial Statistics with R: Book Review Reviewing a text covering multiple statistical modeling ... Asset Pricing Model;Generalized linear model;Mortality modeling;Predictive modeling;Stochastic models;Monte ...- Authors: Mary Campbell
- Date: Dec 2018
- Competency: Technical Skills & Analytical Problem Solving>Innovative solutions; Technical Skills & Analytical Problem Solving>Process and technique refinement
- Publication Name: Predictive Analytics and Futurism Newsletter
- Topics: Modeling & Statistical Methods>Regression analysis; Modeling & Statistical Methods>Simulation; Predictive Analytics
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Volunteerism is Rewarding!
Volunteerism is Rewarding! Announces author's departure as Section Chair and incoming Council members ...- Authors: Benjamin Steward Wadsley
- Date: Jan 2012
- Competency: Leadership>Professional network leverage
- Publication Name: Predictive Analytics and Futurism Newsletter
- Topics: Actuarial Profession>Professional associations
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Predictive Analytics and Futurism, August 2019, Issue 21
Coordinator Ricky Trachtman, FSA, MAAA 2019 Life & Annuity Symposium Coordinator Anders Larson, FSA, MAAA ... skill sets. If all you do is assimilate data on mortality and morbidity, or reserve needs, and determine ...- Authors: Society of Actuaries
- Date: Aug 2019
- Competency: External Forces & Industry Knowledge
- Publication Name: Predictive Analytics and Futurism Newsletter
- Topics: Actuarial Profession; Predictive Analytics
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Predictive Analytics and Futurism
14 How Credible is a Predictive Model? By Eileen S. Burns 18 Introduction to PMML in R By Je Heaton ... Coordinator Ricky Trachtman, FSA, MAAA 2018 Life & Annuity Symposium Coordinator Anders Larson, FSA, MAAA ...- Authors: Society of Actuaries
- Date: Aug 2018
- Publication Name: Predictive Analytics and Futurism Newsletter
- Topics: Predictive Analytics
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Exploiting While Exploring: An Introduction to Bayesian Optimization
Definitions and Side Notes If this is new to you, let’s define what a hyperparameter is versus a more familiar ... space, we use a surrogate model to model our model’s hyperparameters. Specifically, we choose a Gaussian ...
- Authors: Nicholas Hanewinckel
- Date: Jun 2021
- Competency: Results-Oriented Solutions; Technical Skills & Analytical Problem Solving
- Publication Name: Predictive Analytics and Futurism Newsletter
- Topics: Life Insurance; Predictive Analytics>Modeling techniques; Predictive Analytics>Programming languages & tools
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December 2016 edition of Predictive Analytics & Futurism
Facts about Artificial Intelligence By Dr. Anand S. Rao 38 Collaborative Filtering for Medical Conditions ... Using Graphical Processing Units for Variable Annuity Guarantee Modeling By Bryon Robidoux Predictive ...- Authors: Society of Actuaries
- Date: Dec 2016
- Publication Name: Predictive Analytics and Futurism Newsletter
- Topics: Modeling & Statistical Methods>Forecasting
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December 2019 issue of Predictive Analytics and Futurism
Chairperson’s Corner: Change is Constant By Eileen S. Burns 8 Actuarial Superjobs: Evolving Roles Demand ... Coordinator Ricky Trachtman, FSA, MAAA 2019 Life & Annuity Symposium Coordinator Anders Larson, FSA, MAAA ...- Authors: Society of Actuaries
- Date: Jan 2020
- Competency: External Forces & Industry Knowledge
- Publication Name: Predictive Analytics and Futurism Newsletter