I would like to know if there are any agreed on diagnostics one should run after any simple bootstrapping procedure. For example, I bootstrap a quite simple parameter like a median or a correlation to get a standard error for these. The only thing I found so far is to check the distribution of the bootstrapped results to see whether they are normally distributed. Then I found some complex papers that were absolutely unintelligible to me and seemed to cover expert topics. I also found this paper here, which I still need to read: http://www.timhesterberg.net/bootstrap#TOC-What-Teachers-Should-Know-about-the-Bootstrap:-Resampling-in-the-Undergraduate-Statistics-Curriculum
Thanks for any advice.