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Data Collectionhard
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In a survey using a stratified multi-stage design, suppose the variance of the estimator Y^\hat{Y}Y^ is expressed as V(Y^)=∑h=1HNh2nh(1−fh)Sh2V(\hat{Y}) = \sum_{h=1}^H \frac{N_h^2}{n_h} (1 - f_h) S_h^2V(Y^)=∑h=1H​nh​Nh2​​(1−fh​)Sh2​. If the cost function is C=c0+∑h=1HchnhC = c_0 + \sum_{h=1}^H c_h n_hC=c0​+∑h=1H​ch​nh​, where chc_hch​ is the cost per unit in stratum hhh, what allocation nhn_hnh​ minimizes the variance for a fixed total cost CtotalC_{total}Ctotal​?