They were tackling a persistent problem in genome science: how to maintain patient privacy while also accumulating and analyzing the multitudes of DNA sequences necessary to determine which genetic mutations, or variants, are associated with the development of particular diseases.
Computer processing allows investigators to separate many wave effects from background noise and to analyze the implications of the multitude of observations now available.
Many researchers begin their computations on their desktop or local workstation, only to discover that the time required to simulate their problem, analyze their instrument data, or score the multitude of entities that they want to would require far more time than they have available.
To identify the asbestos-associated alterations of the pathway, more holistic approaches analyzing a multitude of associated proteins in a large number of samples could be useful.
Of the multitude of systems thus analyzed, we provide here an overview of foundational and current methods in the inference of gene regulatory networks (GRNs) and sequence-based pattern discovery.
Our observation is coherent with the recent statement of Chernousova and Epple (2013) on nanosilver: 'After analyzing a multitude of single studies, it can be concluded that the effect of silver towards bacteria is typically overestimated, and towards (eukaryotic) cells it is typically underestimated.
Since that time, the fundamental concepts behind the chip, the technology required for making and using these chips, and the multitude of statistical tools for analyzing the data have been extensively reviewed.
In contrast, for the multitude of 'intermediate' taxa not analyzed here, morphology does suggest putative parents.
However, because of the multitude of methods used to analyze raw accelerometer files, outcome variables (such as minutes spent in MVPA) are not comparable across studies.
