Computer Simulation and Data Analysis in Molecular Biology and Biophysics

Computer Simulation and Data Analysis in Molecular Biology and Biophysics
Author: Victor Bloomfield
Publisher: Springer Science & Business Media
Total Pages: 325
Release: 2009-06-05
Genre: Science
ISBN: 1441900837


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This book provides an introduction to two important aspects of modern bioch- istry, molecular biology, and biophysics: computer simulation and data analysis. My aim is to introduce the tools that will enable students to learn and use some f- damental methods to construct quantitative models of biological mechanisms, both deterministicandwithsomeelementsofrandomness;tolearnhowconceptsofpr- ability can help to understand important features of DNA sequences; and to apply a useful set of statistical methods to analysis of experimental data. The availability of very capable but inexpensive personal computers and software makes it possible to do such work at a much higher level, but in a much easier way, than ever before. TheExecutiveSummaryofthein?uential2003reportfromtheNationalAcademy of Sciences, “BIO 2010: Transforming Undergraduate Education for Future - search Biologists” [12], begins The interplay of the recombinant DNA, instrumentation, and digital revolutions has p- foundly transformed biological research. The con?uence of these three innovations has led to important discoveries, such as the mapping of the human genome. How biologists design, perform, and analyze experiments is changing swiftly. Biological concepts and models are becoming more quantitative, and biological research has become critically dependent on concepts and methods drawn from other scienti?c disciplines. The connections between the biological sciences and the physical sciences, mathematics, and computer science are rapidly becoming deeper and more extensive.


Computer Simulation and Data Analysis in Molecular Biology and Biophysics
Language: en
Pages: 325
Authors: Victor Bloomfield
Categories: Science
Type: BOOK - Published: 2009-06-05 - Publisher: Springer Science & Business Media

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This book provides an introduction to two important aspects of modern bioch- istry, molecular biology, and biophysics: computer simulation and data analysis. My
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Pages: 516
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Type: BOOK - Published: 2012-12-02 - Publisher: Elsevier

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Data Analysis in Biochemistry and Biophysics describes the techniques how to derive the most amount of quantitative and statistical information from data gather
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Categories: Medical
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Covering theoretical methods and computational techniques in biomolecular research, this book focuses on approaches for the treatment of macromolecules, includi
Mathematical Modeling of Biological Systems, Volume I
Language: en
Pages: 408
Authors: Andreas Deutsch
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Type: BOOK - Published: 2007-07-16 - Publisher: Springer Science & Business Media

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This edited volume contains a selection of chapters that are an outgrowth of the - ropean Conference on Mathematical and Theoretical Biology (ECMTB05, Dresden,
Chemical Biophysics
Language: en
Pages:
Authors: Daniel A. Beard
Categories: Technology & Engineering
Type: BOOK - Published: 2008-05-29 - Publisher: Cambridge University Press

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Chemical Biophysics provides an engineering-based approach to biochemical system analysis for graduate-level courses on systems biology, computational bioengine