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12/30/2021
The SAMME.C2 algorithm for severely imbalanced multi-class classification
Classification predictive modeling involves the accurate assignment of o...
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12/29/2021
Compositional Data Regression in Insurance with Exponential Family PCA
Compositional data are multivariate observations that carry only relativ...
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01/30/2021
Synthetic Dataset Generation of Driver Telematics
This article describes techniques employed in the production of a synthe...
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01/26/2021
Applications of Clustering with Mixed Type Data in Life Insurance
Death benefits are generally the largest cash flow item that affects fin...
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08/13/2020
Flexible Modeling of Hurdle Conway-Maxwell-Poisson Distributions with Application to Mining Injuries
While the hurdle Poisson regression is a popular class of models for cou...
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07/31/2020
Analysis of Prescription Drug Utilization with Beta Regression Models
The healthcare sector in the U.S. is complex and is also a large sector ...
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07/30/2020
Skewed link regression models for imbalanced binary response with applications to life insurance
For a portfolio of life insurance policies observed for a stated period ...
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07/06/2020
Cost-sensitive Multi-class AdaBoost for Understanding Driving Behavior with Telematics
Powered with telematics technology, insurers can now capture a wide rang...
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06/11/2020
On a Multi-Year Microlevel Collective Risk Model
For a typical insurance portfolio, the claims process for a short period...
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06/10/2020
Hybrid Tree-based Models for Insurance Claims
Two-part models and Tweedie generalized linear models (GLMs) have been u...
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04/17/2020