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We found that increasing the number of hosts sampled, rather than the number of miracidia per host, gives more robust estimates of genetic diversity.
An increased precision for groups that are likely to be the focus of monitoring programs is best gained through increasing the number of images sampled rather than the number of points scored within images.
217 genes with fold changes LSN>MSN>SFG from the Moran et al. data sets were defined as potentially "neuronal-loss-associated", as these were the genes whose differential expression most likely resulted from relative loss of dopaminergic neurons from the brain regions sampled, rather than transcriptomic differences in residual cells.
In molecular biology and genetics, we are more interested in discretely sampled rather than continuous functions.
Consequently, in this setting node orderings were uniformly sampled rather than using the MCMC-Mallows algorithm; we refer to this strategy as MCMC-uniform.
These analyses illustrate that in ensemble refinement conformations were sampled, rather than optimized to a single configuration as in single-structure refinement.
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These surveys rely on sampling rather than exhaustive reporting — they reveal trends rather than totals — but the spike was nonetheless statistically significant.
MCMC techniques are one approach that let us evaluate complicated integrals by sampling rather than by analytical or numerical methods.
The use of cluster sampling rather than individual sampling minimised contamination between the intervention and control groups.
The stakeholder mapping was conducted primarily as a tool to assist in sampling rather than for analysis.
So we decided to sample rather than summarise.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com