Xiaofeng Shao, A self-normalized approach to confidence interval construction in time series, Journal of the Royal Statistical Society. Series B (Statistical Methodology), Vol. 72, No. 3 (JUNE 2010), ...

In fact, this improvement is available even if the number of simulations is held fixed as n increases. However, smaller values of B can result in longer confidence intervals. (ii) In a large sample, ...