easy · Quantitative Finance
When using a control variate X to estimate Y, what happens if the two variables are perfectly uncorrelated?
- The estimator becomes biased and no longer converges to the true mean.
- The standard error increases by a factor of √(2).
- The variance of the estimate is reduced to zero.
- The variance of the estimate remains the same as the raw Monte Carlo variance.
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