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: 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: This session is about health insurance cash-flow testing through liability and asset modeling for individual disability income insurance and health valuations. From Record of Society of Actuaries Vol. 19, No. 1B.

Description: Panelists discuss how two SOA-sponsored research studies were conducted. The first one examines the relationship between certain econometrics series and life-insurance-company financial operations. The second one studies the usefulness and limitations of existing models and data sources for retirement benefit plans. From the 1997 Record of Society of Actuaries, Vol. 23, No. 3.

Description: This session discussion is about application of actuarial analysis and models to evaluate investment features. From Record of the Society of Actuaries Vol. 15, No. 1.

Description: This presentation shows that, if the options or guarantees are exercisable only at the moment of death of the policyholder, the mathematics simplifies to an elementary calculus exercise.

Description: 2003 Valuation Actuary Symposium, San Diego, CA. In this Teaching Session the instructor discussed the importance of making sure the correct inferences were drawn from stochastic testing exercises. Topics included: 1. Applying the assumption of a normal distribution. 2. Drawing inferences about, and creating confidence intervals around, a population mean. 3. Drawing inferences about, and creating confidence intervals around, tail percentiles. 4. Certifying anticipated mortality under XXX in a mathematically concise way.

Description: The session offers high-level initial steps to get started using R, as well as a list of helpful resources for both general data science and actuarial science with R. Attendees will learn about popular R packages to perform practical tasks such as importing, transforming and visualizing data, as well as packages commonly used by actuaries. You will also be introduced to the markdown package for creating reproducible and reusable analyses and workflows. By the end of the session, you will be familiar enough with using R and RStudio to begin incorporating these tools in your day-to-day work as an actuary

Description: Presented at October 1996 Annual Meeting. Discusses the latest additions to the Handbook, recent developments/requirements in Canada, and current research to support the Dynamic Financial Condition Analysis Handbook.