Description: This presentation is a panel discussion, session 54PD, from the 2004 Spring Meeting of the Society of Actuaries, held June 14-15 in San Antonio, TX. This session covers the impact of segmentation and underwriting on expected mortality and morbidity. Panelists discuss the importance of data mining and customer selection on ultimate experience, setting up direct marketing applications with the right type of questions to maximize responses but limit risk, the use of prescription drugs and other databases, and industry practices for obtaining customer information. Discussion from participants is included. From the Record of Society of Actuaries, Volume 30, No. 2.

Description: This is a presentation From 38th Annual Actuarial Research Conference 8/9/2003, University of Michigan, Ann Arbor, Michigan. Pricing health insurance presents numerous statistical problems. This paper develops a non-parametric method for handling these problems. This method involves kernel density estimation of the charge level distribution and also kernel smoothing between the reimbursement function derivatives. It derives some properties of the estimates so obtained. It illustrates the method with some dental data and compares the results to some other simpler estimation techniques.