Stata 18 introduces the hetvar command for analyzing multivariate time series.
For the first time, includes formal mediation analysis with medeff (parametric and semiparametric). This allows you to answer: What proportion of the treatment effect goes through a specific mediator? For example: Does a job training program increase wages via improved skills (mediator) or via signaling? Stata 18