Importance Sampling

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Importance sampling estimates E_{p} [f (X)] using samples from a proposal q via \overset{μ}{^} = \frac{1}{n} \sum_{i} f (X_{i}) w (X_{i}), where X_{i} \sim q . What is the correct weight w (x) ?