Sentence examples for generate the prior from inspiring English sources

First, we generate the prior probability matrix P of histone mark co-occurrence based on the pairwise co-occurrence frequencies observed in a compendium of MS experiments.

We also use a logistic regression model fit to the whole dataset (the same one used to generate the prior for RBS ets), giving the estimate Θ MLE.

MetaCore Inc. (GeneGo, a Thomson Reuters business, http://thomsonreuters.com/en/products-services/pharma-life-sciences/pharmaceuticalresearch/metacore.html) was principally used to generate the prior network along with thorough hand curation.

Only 53 of the 351 genes that were targetted by siRNA knock-down to generate the prior microarray data were significantly concordantly regulated in abundance over the survival factor deprivation timecourse (according to the same z-score criteria that were used to select the 486 RNAs).

This generates the prior knowledge networks from which cell and disease-specific models can then be deduced using experimental data.

In the context of the PEB framework for the MEG/EEG inverse problem (see Fig. 1), we have described a procedure for generating the prior covariance components on 2D MEG/EEG sources from 3D fMRI SPMs (see Fig. 2).

The posterior particles at (t - 1) serve as the basis particles to generate the predicted prior particles at t.

To generate the genotype priors, Gi was considered as a random variable taken from a multinomial distribution with parameter πi, where πi was determined by the probability of observing a germline alternative allele at a given site, pi, and the probability of a site becoming mosaic by postzygotic mutation, pm.

Porphyrin 2 was reacted with TDP to generate the isothiocyanate functionality prior to quaternisation with methyl iodide and anion exchange.

We set the frame size and the tag quantity of each read cycle to generate from the prior normal distribution and obtain detection result S from the read cycle.

Since a node cannot be older than its ancestors, the specified calibration densities are truncated to accommodate this intrinsic constraint from tree topology, generating the effective prior used by the dating program.