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In the US 14.3% of respondents had purchased online while for the global sample it was 11%.
The results are balanced on age and gender, but show the expected over-representation of mid to higher education levels in the global sample.
The comparison among the results of each cluster will show considerable differences among them and also with the results obtained using the global sample.
By applying the best leaching conditions, the concentrations of 12.80 and 13.64 %w/w of manganese for the global sample and for the fraction −44 + 37 μm, respectively, were found.
The parameters and are the sequence-level sample covariance coefficient obtained from the test sequence S and the global sample covariance coefficient computed from the whole training features, respectively.
The high dimension dataset can be represented by the following real-valued expression matrix (1 where individuals are scattered on K classes (C_1,ldots,C_K), (n_k) denotes the size of a kth class, for (k= 1,ldots, K) and (n=n_1+cdots +n_K) is the global sample size.
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The global sampling strategy, guided by using both spatial sampling probabilities and keypoint matching scores, rapidly obtains promising solutions.
The results show that the classical univariate approach can underestimate the global sampling error if the sampling protocol is designed by using only the highest variance property.
However, the resulting sampling variance is very high, and an alternative approach that applies multivariograms to PCA scores, filters noise from the data, and only keeps relevant data information, which reduces the global sampling variance, is proposed.
This, indeed, could be supported with the suggested division of the global sampling set.
The global sampling phase was used for searching potential pilus conformations from a wide range of sampling space at low resolution, during which the subunits were treated as rigid-body backbones with side chains in centroid mode.
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