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RB contributed to conception of the study, collected and provided samples for microarray hybridizations, performed data analysis, initiated qRT-PCRs, and drafted the manuscript.
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HomER is a data analysis program initiated by the Optics Division at the Massachusetts General Hospital (MGH) that allows for basic signal processing, linear modeling and image reconstruction of near-infrared spectroscopy data of brain function.
We were able to map >95% of the 12,254,374 probes to the latest TIGR Rice Pseudomolecules (release 3, release date 02.18.05) at the time data analysis was initiated.
Data analysis was initiated with simple univariate case-control comparisons and tables were examined for differences in distributions that warranted further consideration.
S.P.D. and M.I.C. contributed to anatomical analysis, initiated the project and assembled the comparative data set.
Model-based, three-dimensional (3D) image reconstruction procedures require a starting model to initiate data analysis.
Because multivariate methods are essential for the testing models such as the one presented here, we initiate data analysis with a number of procedures for testing some of the basic statistical assumptions of the proposed model.
Read quality has to be checked carefully before initiating NGS data analysis because there is no utility present in downstream analysis tools to remove erroneous data in reads.
To initiate the interactive data analysis, user is required to upload a local pre-processed gene expression dataset to the remote server.
DZ initiated the idea, conducted data analysis and drafted the manuscript.
JHW initiated the study, performed data analysis, and drafted the manuscript.
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