Mathematics · Sampling Theory
To estimate the population total Y = Σi=1N yi, where y1, y2, ..., yN are study variables and N is the size of the finite population, a sample of size n is drawn using PPSWR (p1, p2, ..., pN) scheme. If ŶHH is the Hansen-Hurwitz estimator for Y, then which of the following statements is correct?
- 1ŶHH is a biased estimator for Y
- 2Var(ŶHH) = 1n Σi=1N (yi - Y)2
- 3Var(ŶHH) = 1n Σi=1N yi2pi
- 4ŶHH is unbiased for Y✓
Correct answer
ŶHH is unbiased for Y
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