Before revision:  Any method that estimates a test statistic, such as the likelihood ratio, can be plugged into our framework to create powerful tests and confidence sets with correct coverage .
After revision:  Any method that estimates a test statistic, such as the likelihood ratio, can be plugged into our framework to create valid confidence sets and compute diagnostics, without costly Monte Carlo samples at fixed parameter settings .