e are considering evaluation of
where the variable
is sampled from density
.
We switch the
density:
We aim to decrease the variance by switching
from
to
Clearly, the optimal density is
The last relationship means that we want to shift the density of our sampling
to the values of
that deliver greater values of
.
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