Stata 18 -

For high-dimensional control variable selection, pdslasso implements the Belloni, Chernozhukov, and Hansen (2014) method. It uses Lasso to select relevant controls from a large set and then performs valid inference on a single treatment variable—perfect for situations with more potential confounders than observations.