how to proof bias of ratio estimators
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The bias occurs in ratio estimation because E(y/x) = E(y)/E(x) (i.e., the expected value of the ratio = the ratio of the expected values. When appropriately used, the reduction in variance from using the ratio estimator will offset the presence of bias.
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