Before revision:  Unlike other proposed subvector inference procedures, our procedure does not require the researcher to repeatedly invert a hypothesis test  .
After revision:  Unlike other proposed subvector inference procedures, our procedure does not require the researcher to repeatedly invert a hypothesis test , and is extremely computationally efficient .