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Calibrating Risk Score Model with Partial Credibility
Calibrating Risk Score Model with Partial Credibility This article describes a method that can be useful when re-fitting a risk score model to a population of only moderate size. Learn how to use ...- Authors: Sheamus Parkes, Bradley Armstrong
- Date: Jul 2015
- Competency: 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: Predictive Analytics and Futurism Newsletter
- Topics: Health & Disability>Health care; Health & Disability>Health insurance; Modeling & Statistical Methods>Bayesian methods; Modeling & Statistical Methods>Data mining; Modeling & Statistical Methods>Estimation methods; Modeling & Statistical Methods>Regression analysis; Predictive Analytics
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Beyond Multiple Regression
Beyond Multiple Regression Overview of regularization and least angle regression approaches. Regression analysis;predictive modeling 6442470443 7/1/2016 12:00:00 AM ...- Authors: Michael Niemerg
- Date: Jul 2016
- Competency: Technical Skills & Analytical Problem Solving>Innovative solutions; Technical Skills & Analytical Problem Solving>Problem analysis and definition
- Publication Name: Predictive Analytics and Futurism Newsletter
- Topics: Predictive Analytics
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Appendix B: How to Build a Model
Appendix B: How to Build a Model This actually is a copy of an appendix of a research paper sponsored by the SOA Committee on Finance Research. You can read the entire research paper: “Lapse ...- Authors: Dihui Lai, Scott Rushing, Minyu Cao, Timothy Rozar, Qichun Xu
- Date: Jul 2015
- Competency: External Forces & Industry Knowledge; Technical Skills & Analytical Problem Solving>Innovative solutions; Technical Skills & Analytical Problem Solving>Problem analysis and definition
- Publication Name: Predictive Analytics and Futurism Newsletter
- Topics: Technology & Applications>Analytics and informatics
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UseTree-based Algorithm for Predictive Modeling in Insurance
UseTree-based Algorithm for Predictive Modeling in Insurance In this article, we will overview some popular tree-based models and understand how such models may be applied to the insurance ...- Authors: Dihui Lai, Bingfeng Lu
- Date: Dec 2016
- Competency: Technical Skills & Analytical Problem Solving>Innovative solutions; Technical Skills & Analytical Problem Solving>Problem analysis and definition
- Publication Name: Predictive Analytics and Futurism Newsletter
- Topics: Predictive Analytics
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How to Get Started in Predictive Analytics
How to Get Started in Predictive Analytics Looks at free and inexpensive resources for the novice in predictive analytics, covering the data analysis theory as well as the most commonly used ...- Authors: Mary Campbell
- Date: Dec 2015
- Competency: 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: Predictive Analytics and Futurism Newsletter
- Topics: Modeling & Statistical Methods>Data mining; Predictive Analytics
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A NEAT Approach to Neural Network Structure
A NEAT Approach to Neural Network Structure This article discussed the NEAT family of neural network algorithms. NEAT automatically determines the number of hidden neurons, as well as their ...- Authors: Jeff T Heaton
- Date: Dec 2013
- Competency: Technical Skills & Analytical Problem Solving>Innovative solutions; Technical Skills & Analytical Problem Solving>Problem analysis and definition
- Publication Name: Predictive Analytics and Futurism Newsletter
- Topics: Technology & Applications>Analytics and informatics; Technology & Applications>Business intelligence; Technology & Applications>Computer science
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The Actuarial Road Not Taken - Jeff Sagarin's Sports Ratings
The Actuarial Road Not Taken - Jeff Sagarin's Sports Ratings Jeff Sagarin is one of the most well-known figures in the sports analytics world, with his sports ratings appearing in USA Today ...- Authors: Anders Larson
- Date: Jul 2016
- Competency: External Forces & Industry Knowledge>Actuarial theory in business context; Technical Skills & Analytical Problem Solving>Innovative solutions; Technical Skills & Analytical Problem Solving>Problem analysis and definition
- Publication Name: Predictive Analytics and Futurism Newsletter
- Topics: Actuarial Profession>Alternative careers; Modeling & Statistical Methods>Forecasting
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Modelling Process
Modelling Process An introduction of predictive modeling techniques that are applicable to insurance industry, including generalized linear model (GLM) and classification and regression tree ...- Authors: Qichun Xu
- Date: Dec 2013
- Competency: Technical Skills & Analytical Problem Solving>Innovative solutions; Technical Skills & Analytical Problem Solving>Problem analysis and definition
- Publication Name: Predictive Analytics and Futurism Newsletter
- Topics: Modeling & Statistical Methods>Data mining; Modeling & Statistical Methods>Regression analysis; Predictive Analytics