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However, the more widespread use of culture and DST in Tugela Ferry provides a more representative sample of the true MDR and XDR TB epidemic.
Figure 2 illustrates a sample of the true and reconstructed hand trajectories by each decoding model in the 2D space in one of the participants.
Statistical significance analyses is performed even though the results are based on complete count, seeing the year 2002 data as a sample of the true values that varies randomly across years.
The discordance tables prepared in Stage 1 are only an estimate, from one sample, of the true misclassification proportion p. Therefore, the proportion of records to be corrected can be sampled from a binomial distribution with probability of success parameter p, which is automatically calculated from the discordance table.
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For forest domains that are smaller than about 30 × 30 m2, however, horizontal radiation transport will still affect the domain-averaged canopy absorption values and thus a spatially exhaustive sampling of the true local absorption may be more appropriate.
The method by Li and Xiu is of hybrid nature, in the sense that samples of both the surrogate model and the true physical model are used, and its efficiency gain relies on using only very few samples of the true model.
Figure 7 shows samples of the true elliptical arcs E′ used in the next subsection to estimate the accuracy of the pointing correction in the Cases L and S, as listed in Table 3.
From the analyses above, the IGRF-12 task force concluded that the candidate models at epoch 2010.0, 2015.0 and their predictive parts for 2015.0-2020.0 have in general common structures in the spectral or/and physical domains so that most, but not all, of them may reasonably be considered as samples of the true Earth's magnetic main field.
Extremely low coverage datasets (less than ≈ 10×) and datasets with very high error rates (>5%) contain insufficient sampling of the true k-mers to support numerical inferences.
The EST data likely provides the most reliable sampling of the true protein coding regions in these genomes, since it is based on experimental data that contain species-specific sequences not available in the protein database.
This is so because such a procedure retains regressors based on the use of sample estimates of the true model weights.
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