Below are a number of examples of SOA experience studies and research reports that have made use of predictive analytic techniques.
Predictive Analytics Research
Predictive Modeling Research
Dale Hall discusses actuarial research involving predictive models and analytics.
Machine-Learning Methods for Insurance Applications - A Survey
The Society of Actuaries is pleased to make available a research report that provides a literature survey of methodologies applying machine learning to insurance claim modeling.
Presentation: Actuarial Risk Analysis using Predictive Analytics, Segmentation and Decomposition Techniques
This presentation highlights the use of analytics for accelerated underwriting in the U.S. Life Insurance industry.
2000-2011 Long Term Care Experience Basic Table Development
Long Term Care basic experience rate tables for claim incidence, claim termination, and claim utilization. Three multiplicative models have been developed, one for each of three tables that will calculate rates that vary by a number of product and policyholder attributes.