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These larger sample estimates are reported in Table 11 in the "Appendix B".
The rule is to allocate x to the population Πj giving the largest likelihood to x Lj x) = max Li(x) (12) In practice, the sample maximum likelihood allocation rule is used, in which sample estimates are inserted for parameter values in the pdf's fj x).
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Finally, the sample estimates were compared with estimates obtained from other sources where possible.
Second, the sample estimates were extrapolated to the population in each province by reweighting the estimates based on the sampling ratios.
Sample estimates were verified by bootstrapping.
Demographic and socioeconomic sample estimates were weighted for age, sex and place of residence in accordance with the respective strata from the sampling frame [ 22].
These within sample estimates were much lower than the 6.4 8.6 and 17.8 31.5 % of genes tested in white blood cells and liver respectively of the discovery dataset.
The sample estimates were then inflated by a factor of five for rural and two for urban districts to get population totals.
In their place, the measures of uncertainty output by SEATS for its finite-sample estimates are measures for semi-infinite data estimates, used as approximations.
A more general perspective, applicable to any finite sample estimate, is that there is just one filter, a filter whose coefficients change with t.
Despite large uncertainties, distance sampling estimates were on average closer to known densities than those from camera trapping, and robust to group size.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com