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The contour_resid function opens in ChIPS a contour plot of fit residuals (dataset minus dataset model) by data set ID.
The method is designed to proactively seek and quantify significant information content in engineered mini-datasets.
First, we intended to make the database available at the end of the project period in an online open access data repository minus any dataset in which the provider has requested the data not be further shared.
In this example, the background will be defined as the entired dataset minus the selected source region.
It is derived from the CSD and the refined set of PDBbind database minus the Vernalis dataset ligands to remove any bias.
Similar to the mammalian dataset, mini-barcodes of 109 bases were also capable of discriminating among more than 95% of the species in this bat dataset (Table 2).
Factors statistically significant at p<0.0001 level in the full dataset minus participants who would not qualify for RCTs were retained in the model.
With respect to 5-fold cross-validation, position-specific profiles were produced based on the above-mentioned datasets minus the corresponding validation subset in each of five rounds of training in order to avoid overestimation of the performance.
We begin by loading the data and background with the minus-order spectrum associated with dataset ID=1 and positive-order spectrum associated with dataset ID=2.
The get_chisqr_plot command returns the data and preferences which define a plot of the chi^2 of a data set in a Sherpa session (chi^2 --> data-minus-model residuals divided by dataset uncertainties, the quantity squared).
Mouse and human gene expression data were integrated and analyzed by hierarchical clustering using Z-score transformed expression values within each microarray dataset, the one minus un-centered correlation distance metric and complete linkage (GEO accession numbers: GSE25487 and GSE25488).
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