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Variable Costs of Sampling.
Optimum allocation requires that estimates of both within-stratum variances and the costs of sampling are available.
Record companies charge the costs of sampling licenses against the royalties of the performers who use the samples; at the other end, they keep half or more of the royalties.
The application of these methods faces similar challenges in these very similar contexts: ensuring the representativeness and adequacy of the sample, and again keeping the costs of sampling under control.
The application of these methods faces similar challenges in both countries: ensuring the representativeness and unbiased nature of the sample, and again keeping the costs of sampling under control, due in particular to high attrition rates.
Additionally, taking the costs of sampling units and making measurements into account, we compare sampling schemes with and without m-plicates designed to obtain fixed width confidence intervals for the mean.
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Fixed cost of sampling.
V CS : Variable cost of sampling.
Let us consider c i the cost of sampling with technique i.
Fig. 2 The variance for the estimators for adaptive sampling for different samples count and unit cost of sampling techniques.
When allowing for higher values of secondary β risk, these new configurations can greatly reduce the cost of sampling.
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CEO of Professional Science Editing for Scientists @ prosciediting.com