Variance of estimator (Monte Carlo Integration)
Quoting from "Advanced global illumination" book:



The Monte Carlo estimator is defined as:



And its variance according to the above definition(continuous random variable) would be:



Edit:

An example for how the variance of an estimator G is calculated:

(note how the summation is written as N times the integrand and is cancelled out later.)