Data Collectionhard
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In a survey using a stratified multi-stage design, suppose the variance of the estimator Y^\hat{Y} is expressed as V(Y^)=h=1HNh2nh(1fh)Sh2V(\hat{Y}) = \sum_{h=1}^H \frac{N_h^2}{n_h} (1 - f_h) S_h^2. If the cost function is C=c0+h=1HchnhC = c_0 + \sum_{h=1}^H c_h n_h, where chc_h is the cost per unit in stratum hh, what allocation nhn_h minimizes the variance for a fixed total cost CtotalC_{total}?