Conservative Hypothesis Tests and Confidence Intervals using Importance Sampling

Matthew T. Harrison

Importance sampling is a common technique for Monte Carlo approximation, including Monte Carlo approximation of p-values. Here it is shown that a simple correction of the usual imp…