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.