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In addition to serving the overall statistical protocol, the graphical examination of pair-wise correlations may also serve as a starting point for meta-analysis and the synthesis of several published datasets.
Equation 15 provided excellent fits to several published datasets.
These invariant genes were identified by analyzing gene expression variances in several published datasets 28, 29.
The significant genes from the brain expression dataset were compared to several published datasets [ 3, 18, 19, 28].
To illustrate, they re-analyzed several published datasets from psychological journals, including one of Bem's retroactive priming results, showing that when stimuli are treated as a random factor the results are statistically weaker than reported in the original articles.
We confirmed the relationship between chromosome size and pericentric linkage using several published datasets, including large-scale mapping of individual CO events (Mancera et al. 2008) and the classical yeast genetic map compiled from traditional tetrad analysis (Cherry et al. 2012).
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We then illustrate our approach and its flexibility by analyzing several previously published datasets.
Statistical analyses to evaluate the quality of the data used are performed, and the suggested correlations are validated with several previous published datasets.
Here we explore several previously published datasets of high throughput RNA sequencing and show that the most widely used protocols for RNA-seq can detect more differential expression in longer transcripts compared to shorter ones.
We compared our datasets to several other, relevant published datasets.
Several of the published datasets do not achieve this, and thus the reported variance measurements are likely to be inaccurate.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com