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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 ... useful when re-fitting a risk score model to a population of only moderate size. Learn how to use concepts ...- 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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Three Pitfalls to Avoid in Predictive Modeling
Pitfalls to Avoid in Predictive Modeling The well-known examples of predictive modeling “successes” are numerous ... numerous. Perhaps less widely recognized is the myriad of ways in which a predictive model can fail to ...- Authors: Marc Alexandre Vincelli
- Date: Jul 2016
- Competency: Strategic Insight and Integration>Effective decision-making; Technical Skills & Analytical Problem Solving>Incorporate risk management; Technical Skills & Analytical Problem Solving>Problem analysis and definition
- Publication Name: Predictive Analytics and Futurism Newsletter
- Topics: Predictive Analytics
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Modelling Process
Modelling Process An introduction of predictive modeling techniques that are applicable to insurance ...- 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
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Creating a Useful Training Dataset for Predictive Modeling
Creating a Useful Training Dataset for Predictive Modeling Even the best algorithms are ... Predictive Modeling Even the best algorithms are only effective if they are trained on appropriate data. This ...- Authors: Anders Larson
- Date: Dec 2016
- Competency: Professional Values>Practice expertise; 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>Forecasting; Predictive Analytics; 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 ... and understand how such models may be applied to the insurance industry. Generalized linear model;Neural ...- 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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Beyond Multiple Regression
Beyond Multiple Regression Overview of regularization and least angle regression approaches. Regression ...- 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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How to Get Started in Predictive Analytics
resources for the novice in predictive analytics, covering the data analysis theory as well as the most commonly ... commonly used languages/software used in the field. Analytics and informatics;Predictive modeling;Data ...- 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