Variance in Importance Sampling Integration
Choose p to minimize variance in average
Smallest variance in average corresponds to p(x) = c ? f(x)
- not a viable choice
- the constant here is selected to normalize p
- if we can normalize p we can evaluate
- this is equivalent to solving the desired integral of f(x)
Click here for an applet demonstrating importance sampling