Question
An estimate of population proportion is p-hat (henceforth p), where p=(x/n), where x is a binomial, Bin(n,p). The variance of p-hat is estimated by [p(1-p)]/n
An estimate of population proportion is p-hat (henceforth p), where p=(x/n), where x is a binomial, Bin(n,p).
The variance of p-hat is estimated by [p(1-p)]/n = (1/n)[p(1-p)] = (1/n)(x/n)[1-(x/n)].
Is this an unbiased estimator of the actual variance of p?
A given hint suggests "Use the fact that Var(x)=E(x^2)-E(x)^2"
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Sampling Design And Analysis
Authors: Sharon L. Lohr
2nd Edition
495105279, 978-0495105275
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