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In Section 1, we reviewed two strategies for the allocation of samples to individual methods, balance heuristic with equal count of samples (Section 2.2.1) and non-balance heuristic with sample numbers proportional to the variance (Section 2.3).
STRUCTURE incorporates useful features that compliment the web portal (e.g. allowing the classification of individuals in K groups without a priori knowledge related to the allocation of samples into population groups) but is computationally demanding.
Of note, some useful tools, such as the bioconductor package OSAT (Optimal Sample Assignment Tool), have been developed to facilitate the allocation of samples to different batches [ 24].
Equations express the budget restriction, the objective function, its derivative, the conditions for the lower and upper boundaries of the choice set to be optimal solutions to the allocation of samples, and the interior solution to the optimization, if applicable.
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Stratified random sampling is a commonly used sampling design for accuracy assessment, and an important decision for this design is the allocation of sample size to the strata.
Another preconcentration approach involves the allocation of sample between acid and base zones [ 10].
An experimental design of dose response studies is determined by the number and choice of dose levels as well as the allocation of sample size to each level.
K. Z. conducted these tests and she was blinded to the allocation of the samples.
OSAT is developed to facilitate the allocation of collected samples to different batches in genomics study.
We developed OSAT to facilitate the allocation of collected samples into different batches in genomics studies.
This sampling plan describes: the total number of medical records to be reviewed, the allocation of condition sampling per HCP type, the selection of geographical areas per state, the desired number and type of hospitals, the number and type of HCPs and the number of medical records per HCP.
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