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It begins with an introduction to nonparametric permutation testing, reviews experimental design and hypothesis testing issues, and illustrates the theory by considering testing a functional neuroimaging dataset at a single voxel.
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Examination of a single dataset for a single protein family does, however, have certain disadvantages.
Compared with the existing two-time method, the boundary-constraint method constructs the VSF from a single velocity dataset at a given time instead of a time series of velocity fields starting from a simple condition.
To analyze the performance of parameter estimation methods with a time series dataset at a higher noise level, we generated only a single time series data sample and used this as the observed dataset in the experiments with model.
Finally, we note that the kidney and lung datasets analyzed here contain multiple sections of a solid tumor obtained at a single time point, whereas the CLL datasets contain samples obtained at different times.
In some cases, the improvement of using both datasets over a single dataset was substantial.
At a single line in a hyperspectral imaging dataset, the different models combining hyperspectral imaging with OCT were applied.
It must be taken into account that the enhancer dataset of UCEs was identified based on experiments carried out at a single developmental stage (E11.5).
A PK dataset of efavirenz was analyzed, containing data from 172 outpatients, including 315 plasma concentrations at a single time point, and 40 full PK curves (13).
When we look at a single gene, we look for how far up on a reordered dataset (reordered say by fold change) the gene finds itself.
The inconsistence between transcriptomic and proteomic datasets also highlighted that it may not be enough to analyze biological systems only at a single level.
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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