New PDF release: Bayesian Inference for Gene Expression and Proteomics

By Marina Vannucci,Kim-Anh Do,Peter Müller

ISBN-10: 052186092X

ISBN-13: 9780521860925

ISBN-10: 1107636981

ISBN-13: 9781107636989

The interdisciplinary nature of bioinformatics provides a study problem in integrating ideas, equipment, software program and multiplatform info. even supposing there were swift advancements in new expertise and an inundation of statistical equipment for addressing different kinds of high-throughput facts, corresponding to proteomic profiles that come up from mass spectrometry experiments. This e-book discusses the advance and alertness of Bayesian equipment within the research of high-throughput bioinformatics info that come up from clinical, particularly, melanoma examine, in addition to molecular and structural biology. The Bayesian method has the virtue that proof could be simply and flexibly integrated into statistical equipment. A simple evaluate of the organic and technical ideas in the back of multi-platform high-throughput experimentation is by way of specialist stories of Bayesian method, instruments and software program for unmarried staff inference, crew comparisons, category and clustering, motif discovery and regulatory networks, and Bayesian networks and gene interactions.

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Bayesian Inference for Gene Expression and Proteomics by Marina Vannucci,Kim-Anh Do,Peter Müller

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