Description: The American Academy of Actuaries and the Society of Actuaries have joined resources to maintain this Economic Scenario Generators Excel Workbook tool for use in regulatory reserve and capital calculations. Please see the SOA website research pages for further information on this tool and how to use it.

Description: With the credit interest rate floor of a cash balance plan—a simple type of option identified by the Project Oversight Group—as a model, this research uses three valuation and risk analysis approaches to explore the existing techniques to value embedded options on an economic basis.

Description: This research report that provides a literature survey of methodologies applying machine learning to insurance claim modeling.

Description: Download the papers from the Securitization of Insurance Risk: The 1995 Bowles Symposium.

Description: Predictive modeling has ranked highly in terms of technical skills desired by employers of actuaries. In recent surveys it has been identified as a key opportunity for actuarial professionals to add more value to their organizations. While there has been an increased focus on predictive modeling at industry conferences, the subject lends itself very well to a hands-on learning experience. That is one of the motivations behind organizing this boot camp.

Description: The class involves a combination of presentations, class participation, in-class exercises and structured hands-on work with the MA BPT in small workgroups. Prior to this course, participants are expected to spend 3 to 10 hours preparing, depending on prior experience level.

Description: Predictive modeling has ranked highly in terms of technical skills desired by employers of actuaries. In recent surveys it has been identified as a key opportunity for actuarial professionals to add more value to their organizations. While there has been an increased focus on predictive modeling at industry conferences, the subject lends itself very well to a hands-on learning experience. That is one of the motivations behind organizing this boot camp.

Description: This research report that provides a literature survey of methodologies applying machine learning to insurance claim modeling.

Description: This is the SOA 1991 large claims database. Please see the SOA website experience studies for group health for further information about the specifications for this database. The Committee on Health Benefit Systems Research is pleased to announce the availability of the 1991-92 Group Medical Insurance Large Claims Database. The database includes more than 171,000 claims of $25,000 or more, representing over $10 billion in total charges. Fields include diagnosis 3digit ICD-9 code, type of coverage HMO, PPO, Indemnity, etc., claimant status employee or dependent, and charges split into hospital and non-hospital, in addition to claimant age and gender.

Description: This research report that provides a literature survey of methodologies applying machine learning to insurance claim modeling.