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Dangers of Overfitting in Predictive Analytics
Dangers of Overfitting in Predictive Analytics The article introduces the concept of overfitting in predictive modeling and illustrates how it hinders our ability to predict new data well.- Authors: Rosmery Cruz
- Date: Dec 2017
- Competency: Technical Skills & Analytical Problem Solving>Innovative solutions
- Publication Name: Predictive Analytics and Futurism Newsletter
- Topics: Predictive Analytics
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Bayesian Inference in Machine Learning
Bayesian Inference in Machine Learning A discussion on machine learning and how it can be used for forecasting. Predictive modeling 6442478113 6/1/2017 12:00:00 AM ...- Authors: Denis Perevolov
- Date: Jun 2017
- Competency: External Forces & Industry Knowledge>Actuarial methods in business operations
- Publication Name: Predictive Analytics and Futurism Newsletter
- Topics: Predictive Analytics
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Using Predictive Modeling to Risk-Adjust Primary Care Panel
Using Predictive Modeling to Risk-Adjust Primary Care Panel This article discusses techniques used to create risk scores to help determine appropriate primary care panel sizes for a provider ...- Authors: Anders Larson
- Date: Jun 2017
- Competency: Technical Skills & Analytical Problem Solving>Innovative solutions
- Publication Name: Predictive Analytics and Futurism Newsletter
- Topics: Health & Disability>Payment models; Predictive Analytics
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Predictive Analytics and Futurism
Predictive Analytics and Futurism Read the August 2018 issue of Predictive Analytics and Futurism newsletter published by the Predictive Analytics and Futurism Section. predictive ...- Authors: Society of Actuaries
- Date: Aug 2018
- Publication Name: Predictive Analytics and Futurism Newsletter
- Topics: Predictive Analytics
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The Possible Role of Convolutional Neural Networks in Mortality Risk Protection
The Possible Role of Convolutional Neural Networks in Mortality Risk Protection The Possible Role of Convolutional Neural Networks in Mortality Risk Protection Predictive Analytics 6442485544 12/ ...- Authors: Holden Duncan
- Date: Dec 2018
- Competency: Technical Skills & Analytical Problem Solving
- Publication Name: Predictive Analytics and Futurism Newsletter
- Topics: Predictive Analytics
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White, Gray and Black Swans
White, Gray and Black Swans This paper explores how health care complexity challenges us to expand our repertoire of actuarial methods—and even recast our trend driver paradigm—in order to do our ...- Authors: Alan Mills
- Date: Sep 2009
- Competency: External Forces & Industry Knowledge
- Publication Name: Predictive Analytics and Futurism Newsletter
- Topics: Health & Disability
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Book Review: The Wisdom of Crowds by James Surowiecki
Book Review: The Wisdom of Crowds by James Surowiecki This review discusses the notion that a diverse group of individuals, namely, a crowd, has greater wisdom and can make better decisions than ...- Authors: Scott McInturff
- Date: Jul 2010
- Competency: Relationship Management>Staff management and motivation
- Publication Name: Predictive Analytics and Futurism Newsletter
- Topics: Actuarial Profession>Management skills
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Book Review: Complexity: A Guided Tour by Melanie Mitchell, Ph.D.
Book Review: Complexity: A Guided Tour by Melanie Mitchell, Ph.D. In Complexity: A Guided Tour, readers are given a short history lesson on the roots of dynamical systems theory, chaos and ...- Authors: David Snell
- Date: Jul 2010
- Competency: Technical Skills & Analytical Problem Solving
- Publication Name: Predictive Analytics and Futurism Newsletter
- Topics: Modeling & Statistical Methods>Forecasting
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Standing Room Only! Complexity Grows at Annual Meeting
Standing Room Only! Complexity Grows at Annual Meeting Discusses the three complexity science sessions at the Annual Meeting that were sponsored by the Section. Analytics and informatics; ...- Authors: David Snell
- Date: Jan 2012
- Competency: Technical Skills & Analytical Problem Solving
- Publication Name: Predictive Analytics and Futurism Newsletter
- Topics: Economics>Behavioral economics; Finance & Investments>Asset liability management; Modeling & Statistical Methods
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Artificial Intelligence: What Is It and How Can I Use It?
Artificial Intelligence: What Is It and How Can I Use It? The author discusses the field of artificial intelligence, as well as some of the key definitions along with some possible applications.- Authors: Brian Grossmiller
- Date: Jul 2012
- Competency: External Forces & Industry Knowledge>Actuarial theory in business context
- Publication Name: Predictive Analytics and Futurism Newsletter
- Topics: Modeling & Statistical Methods>Forecasting