Description: From a session at a meeting of the Society of Actuaries held in San Diego, CA, June 22-23, 2000 The panel discussion covered: · The basic concepts underlying fuzzy logic · Current applications to risk classification and pricing · Possible future uses of fuzzy logic · The basic concepts underlying neural networks · Current applications of neural networks in life insurance · Possible future uses of neural networks

Description: 1996 Valuation Actuary Symposium. In this teaching session on liability modeling, the panelists discussed the key aspects of identifying and gathering the data required to construct models, the model building process including objectives and considerations, and the modeling process from the standpoint of policyholder and company behaviors.

Description: 1996 Valuation Actuary Symposium. This session about asset modeling discussed securities with options and derivatives, corporate government debt, mortgage-backed securities, collateralized mortgage obligations, real estate equities, and investment and disinvestment strategies.

Description: 1996 Valuation Actuary Symposium. The purpose of this session is to enhance understanding of what it means to have an adequate reserve based on cash-flow testing by taking the audience into the world of interest rate models and interest rate model generators.

Description: This session at the 1997 Valuation Actuary Symposium focuses on modeling issues for variable annuities from both a statutory and GAAP standpoint. Valuation actuary issues with respect to variable annuity modeling is also discussed.

Description: From a session at the 2000 Valuation Actuary Symposium held in Washington DC, September 14-15, 2000 Discussion of financial modeling considerations including: • Model platforms • Model structure • Static and dynamic model validation techniques • Data integrity

Description: 2002 Valuation Actuary Symposium, Lake Buena Vista, FL. In this teaching session the instructor explained how to scrutinize model results and use models to make strategic decisions. Specific topics included validation of asset models, modeling considerations for derivatives and assets with embedded options, using models to assist with portfolio management, and using models to improve portfolio yields and realized product spreads.

Description: 2003 Valuation Actuary Symposium, San Diego, CA. This session addressed the emerging practice where management is developing new ways to examine financial risks holistically in an integrated model.

Description: Panelists discuss prevailing business models adopted by valuation departments to meet business needs. Two case studies are discussed as a means of illustrating how to optimize business processes and models for valuation purposes.

Description: Techniques that have gained some traction in general (property/casualty) insurance will be highlighted with a particular focus on the linear mixed model. This model adds random effects to the more commonly seen fixed effects (for example, as used in GLMs).