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In the case of the iPSCS example, we analyzed the dataset from the experiments performed by [ 36].
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The datasets obtained from the experiments have also been utilized to perform combined GPS/COMPASS SPP on an epoch-by-epoch basis using unsmoothed single-frequency code observations.
We statistically examined the patterns in human contrast energy thresholds by applying a linear mixed effects model with participant as a random effect, over the dataset from the full experiment.
The presence of an experiment ID directs the Editor to download all datasets for the experiment from the Pathway database.
Since the introduction of ChIP-seq experiments in 2007, many statistical and computational methods have been developed to support the analysis of the massive datasets from these experiments.
Datasets from the BCI experiments contained four times more non-target stimuli than targets.
To test if the observed differences in transgene effects between glasshouse and field were statistically significant we also analyzed the datasets from the two experiments together, considering the medium and high nutrient levels in the glasshouse as equivalent to the low and high levels in the field, respectively.
Examination of the stress-response gene datasets from the array experiments clearly shows there is no association between stress-response gene activity and the mitotic shake-off method, either in the early time period (2 hours) following selection (shake 2) or throughout the first 14 hours of a new cell cycle (shake 1).
Therefore, datasets from the replicate experiments were pooled for the purposes of further statistical analysis.
To compile an extensive set of comparable data, we collected all relevant datasets from the two experiments and then removed the outliers or samples forming an out-group to ensure the results reflecting the real biological response to different treatments.
Accordingly, 99 datasets were collected from the experiments and then by a modeling algorithm called gene expression programing (GEP), a mathematical relation between the CIE and process parameters was developed.
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CEO of Professional Science Editing for Scientists @ prosciediting.com