Question: Monte Carlo simulation approximates an unknown expectation value by an arithmetic mean, computed from a random sample. This mean can be understood as the expectation

Monte Carlo simulation approximates an unknown expectation value by an arithmetic mean, computed from a random sample. This mean can be understood as the expectation value with respect to the estimated probability density

(x) = -x) n=1 ) he n=1

Show that for an arbitrary function h(x), the arithmetic mean

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is the exact expectation value with respect to f?(x), and that f?(x) itself is an unbiased estimator for the true density f(x).

(x) = -x) n=1 ) he n=1

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