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We demonstrate that combining the samples is preferable in that the final model is easier to interpret and generally has smaller uncertainties than the case where we model all samples independently.
For each of the six HLA risk groups, we found more enrichment amongst the most significant clusters than we did when combining the samples across all HLA groups.
Combining the samples by pooling was a logical action in order to obtain more stable estimates.
2D-DIGE allows simultaneous analysis of different protein samples by labeling each sample with a different CyDye then combining the samples and separating them on the same gel.
The final overall sample used was created by combining the samples for all minimum growth rate thresholds for the highest extracellular metabolite secretion rate (maximum 1 mmol/hr/gDW).
Prior to performing psychometric analyses, the combinability of the subgroups (defined by country and type of diabetes) was tested by a method described elsewhere [ 18], which confirmed the acceptability of combining the samples.
Similar(51)
A Monte Carlo optimization approach combining the sample average approximation (SAA) scheme and an efficient Lagrangian relaxation method is proposed to solve the problem.
We therefore combined the samples from both ventilation strategies.
A beamformer combines the samples measured by an array to estimate properties of the space-time signal, such as the direction of arrival for signals of interest [1].
Given the way the model combines the samples from multiple polls, relatively small margins can quickly produce a very high level of confidence in a statistically significant lead.
If the outcomes are promising, funders could fund another 10-school study, and researchers could combine the samples, repeating this process until there are enough schools to collectively justify a proper clustered analysis.
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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