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Use of auxiliary information in design or estimation phase reduces the RMSE produced by a sampling strategy.
We compared the permutation results with results obtained by a sampling strategy based on Hindorff et al. [ 8], which randomly samples genotyping platforms and SNPs from the HapMap II project present in CEU (Caucasian population).
As we have already said, the best approach is to have an input DNA control from cells being studied, although some protocols seek internal normalization by a sampling strategy.
Once the reprogramming path was defined, the potentials of cell states on the path were estimated by a sampling strategy, which avoids the difficulty of estimating the landscape for all possible cell states but still sheds light on understanding how the reprogramming proceeds from a landscape point of view.
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Sampling step: The goal of this step is to build a new specialized dataset by deciding, according to a sampling strategy, which samples will be included in the produced dataset.
Based on the estimated figures by place of death, a sampling strategy was drawn.
Instead we developed a sampling strategy by which we took advantage of the a priori knowledge of the distribution of AGB in the large probability sample and selected purposefully three sub-regions within the study area in which the initial plots were revisited.
In 2009, a monitoring survey of the prevalence and genetic diversity of methicillin-resistant S. aureus (MRSA) in slaughter pigs in Switzerland was conducted using methods recommended by the EU guidelines, and using a sampling strategy evenly distributed throughout the year and representative of the Swiss slaughter pig population.
A hierarchical experimental design approach, augmented by a sequential sampling strategy, is proposed to construct the response surface of product performance function for finding optimal design solutions.
A more reliable estimation of the total exposure can be obtained by a limited sampling strategy (LSS).
Additionally, in Bayes C σ2u is common to all loci in the model in contrast to the locus specific variance component in Bayes B. SNP effects uj were estimated using the Monte-Carlo means of the posterior distribution of these effects computed by a Gibbs sampling strategy.
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