EAN: 9781441900845

Bilder-Quelle: shopping24.de – Sport

This book provides an introduction suitable for advanced undergraduates and beginning graduate students to two important aspects of molecular biology and biophysics: computer simulation and data analysis. It introduces tools to enable readers to learn and use fundamental methods for constructing quantitative models of biological mechanisms both deterministic and with some elements of randomness including complex reaction equilibria and kinetics population models and regulation of metabolism and development to understand how concepts of probability can help in explaining important features of DNA sequences and to apply a useful set of statistical methods to analysis of experimental data from spectroscopic genomic and proteomic sources. These quantitative tools are implemented using the free open source software program R. R provides an excellent environment for general numerical and statistical computing and graphics with capabilities similar to Matlab®. Since R is increasingly used in bioinformatics applications such as the BioConductor project it can serve students as their basic quantitative statistical and graphics tool as they develop their careers.

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