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The first requirement is usually imposed either when the data is insufficient, or when it is important to reproduce the data exactly in the model.
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Formatting information in pxgraph (and in the compat package) is provided by command-line arguments, rather than being included with the plot data, exactly as in the older program.
Let n(m, M) denote the average number of genome loci in which the BEs found in a given ChIP-seq data exactly m times in the library of a size M. Due to sample size, experimental errors and biological variation across many cells and environmental conditions, observed n is the function averaged across the cells and conditions and this function increases when M becomes larger.
It was impossible to deduce from the data exactly where the officers in specialized units were working.
The data were analyzed exactly in the same manner resulting in 9478 genes with methylation and expression data.
"I have all the data, exactly where he is in Manhattan, in New York, at this moment," Mr. Maduro said on government-run television, looking at his cellphone as if checking information sent to him in a text message or an e-mail.
"Data localization takes us exactly in the wrong direction". During the hourlong discussion, the tech companies stressed that they had been willing to comply with the government when it was making legal requests and going through traditional judicial channels to access their data.
As Fatas says, it's hard to see what exactly in the data supports this view.
Finally, and most importantly, the original centered data set can be represented exactly in the form: v_{ij}^{{{prime }{text{T}}}} = a_{j} e_{j}^{text{T}} quad {text{or}}quad V^{{'{text{T}}}} = AE^{text{T}} quad ({text{Synthesis}};{text{of}};V^{{prime }} ) (9).
Heretofore, we have assumed a perfect negative control outcome is available, such that assumption 1 holds exactly in the observed data.
This allowed us to analyze NIRS data in exactly the same way as in Experiment 1. Data pre-processing included linear de-trending to remove overall linear drifts.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com