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The correlation significance of expression profiles between probe sets was assessed empirically by one hundred rounds of random permutations.
The sensitivity of SNP-MaP was assessed empirically in a spiking experiment in which 15%and20%0% of one individual's DNA was added to control pool D to create two new pools analogous to 'case' pools.
The presence and nature of HIV spatial autocorrelation (or dependency) was assessed empirically for each of the available 17 data years spanning 1994 to 2010 for the original 19 ANCs, using the global Moran's I statistic [ 40].
Furthermore, the statistical significance of a particular number of occurrences, i.e. the number of genes that coincide with any particular network motif, was assessed empirically by permutating the data obtained for pairwise cell type mean expression differences (i.e. the results of the Tukey HSD tests) for all DE genes.
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The performance of the proposed method is assessed empirically via simulation studies.
Environmental policy integration in Finnish technology policies is assessed empirically by focusing on technological R&D support at all levels, from policy strategies to project funding decisions.
The suitability of these grammars for vector-valued function estimation is assessed empirically on a simulated task for the Khepera robot.
Uncertainties in plume heights from the maximum clast method have been quantified by Burden et al. (2011) and the uncertainty in inferred intensities can also be assessed empirically from the correlation of column height data and independently determined intensity estimates from historic eruptions (Sparks et al. 1997).
However, the adequacy of sampling can only be assessed empirically.
Four other qualities of primary process thinking that can be assessed empirically include the following.
For BayesB, the probability π that a SNP has zero effect is assessed empirically from the data, and the other hyperparameters were chosen following Meuwissen et al. (2001).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com