Description: This webcast will walk through several statistical methods for imputing race and ethnicity from U.S. datasets, highlighting their strengths and weaknesses, talking about how to use them and evaluating their accuracy, and telling you where you can get code packages as well as a free dataset to try the methods out.

Description: A lot is happening in the annuity industry. The presenters will provide an overview of key developments in annuities and their implications to product actuaries. They will discuss recent product and market trends in fixed, indexed and variable annuities. They will also explore emerging regulatory requirements affecting annuities, such as VM-22 and Best Interest rules, as well as how they may impact product development. - Learn about recent product and market trends in annuities - Be informed of key emerging regulatory developments affecting annuities - Understand how these developments may affect product development

Description: 2022 was a year of radical change for the annuity market as interest rates increased off historic lows. The rapid growth of RILA products stalled as FIA and MYGA products gained market share. The impacts of the higher rate environment are continuing to be realized in experience, inforce management, product design and more. Come explore the retail annuity market with a focus on the impacts of higher interest rates. Session materials will draw on experience studies, sales results, product changes, and more to examine how higher interest rates have changed the annuity market.