Let be a random sample iid to an unknown distribution , and suppose that is the empirical distribution of the .
Define to be the Bootstrap estimator of a statistic and define
Define the standard error
and let where weights
Show that
Proof.
Now,
since because they are iid, we then have:
Is this right? Thank you.