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: On June 17, 2019, the Internal Revenue Service published Final Regulations implementing changes to loss reserve discounting under section 846 of the Internal Revenue Code made by the Tax Cuts and Jobs Act. This note addresses changes made in the Final Regulations, particularly modification of rules for determining the interest rate used for discounting, in response to comments from taxpayers on the proposed regulations.