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Although WGCNA incorporates traditional data exploratory techniques, its intuitive network language and analysis framework transcend any standard analysis technique. Since it uses network methodology and is well suited for integrating complementary genomic data sets, it can be interpreted as systems biologic or systems genetic data analysis method.
There is an option of using the "snow" package for parallelisation of computer data processing, recommended when dealing with large data sets. GMNB [ 57 ] is a Bayesian method to temporal gene differential expression analysis across different phenotypes or treatment conditions that naturally handles the heterogeneity of sequencing depth in ...
The concept of gene co-expression networks was first introduced by Butte and Kohane in 1999 as relevance networks. [6] They gathered the measurement data of medical laboratory tests (e.g. hemoglobin level ) for a number of patients and they calculated the Pearson correlation between the results for each pair of tests and the pairs of tests which showed a correlation higher than a certain level ...
Data processing is the collection and manipulation of digital data to produce meaningful information. [1] Data processing is a form of information processing , which is the modification (processing) of information in any manner detectable by an observer.
The Consumer Financial Protection Bureau (CFPB) on Wednesday warned that credit card companies devaluing or canceling reward points, cash back or miles rewards programs may be breaking the law.
The idea of using telematics data in the consumer market goes back to 1998 when Progressive became the first auto insurer to propose a monitoring system that helps determine insurance premiums.
The goal is to identify the boundaries of cells in a multi-cell image. This allows for processing each cell individually to measure parameters. In 3D data, segmentation must be performed in 3D space. As the imaging of a nuclear marker is common across many images, a widely used protocol is to segment the nuclei.
From January 2008 to December 2012, if you bought shares in companies when Clarence Otis, Jr. joined the board, and sold them when he left, you would have a -1.4 percent return on your investment, compared to a -2.8 percent return from the S&P 500.