The Bootstrap: Limitations
The bootstrap isn’t magic.
It won’t give you a better estimate of your sample statistic.7
It won’t fix selection bias.
It won’t fill gaps in your sample data.
It does help you understand the limitations of your experimental procedure.
Well, having an estimate of the sample size bias can help.↩︎