April 2015
Intermediate to advanced
1062 pages
40h 35m
English
17.1 Let
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and q(x) be the proposal distribution. Show that if

and

then the variance

Observe that if f2(x)p2(x) goes to zero slower than q(x), then for fixed N, .
17.2 In importance sampling, with weights defined as