Computer Simulation and Data Analysis in Molecular Biology and Biophysics : An Introduction Using R
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 q...
保存先:
| 第一著者: | |
|---|---|
| フォーマット: | Livre numérique |
| 言語: | Anglais |
| 出版事項: |
New York, NY :
Springer New York
[20..].
Cham : Springer Nature |
| シリーズ: | Biological and Medical Physics, Biomedical Engineering
|
| オンライン･アクセス: | Accès sur la plateforme de l'éditeur Accès sur la plateforme Istex Accès Université d'Orléans Accès INSA CVL |
| 注記: |
Archives Springer e-books (Licence nationale) Archives Springer e-books (Licence nationale) |
| Autres localisations: | Voir dans le Sudoc |
| Edition sous un autre format: | • Computer simulation and data analysis in molecular biology and biophysics, an introduction using R, Victor Bloomfield, London, Springer, 2009, 1 vol. (xvi-321 p.), Biological and medical physics, biomedical engineering, 978-1-441-90084-5 |
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| 100 | 1 | |a Bloomfield, Victor A. | |
| 245 | 1 | 0 | |a Computer Simulation and Data Analysis in Molecular Biology and Biophysics : |b An Introduction Using R |c by Victor Bloomfield. |
| 260 | |a New York, NY : |b Springer New York. | ||
| 260 | |a Cham : |b Springer Nature, |c [20..]. | ||
| 490 | 0 | |a Biological and Medical Physics, Biomedical Engineering |x 1618-7210 | |
| 500 | |a Archives Springer e-books (Licence nationale) | ||
| 500 | |a Archives Springer e-books (Licence nationale) | ||
| 505 | 1 | |a The Basics of R Calculating with R Plotting with R Functions and Programming Data and Packages Simulation of Biological Processes Equilibrium and Steady State Calculations Differential Equations and Reaction Kinetics Population Dynamics Diffusion and Transport Regulation and Control of Metabolism Models of Regulation Analyzing DNA and Protein Sequences Probability and Population Genetics DNA Sequence Analysis Statistical Analysis in Molecular and Cellular Biology Statistical Analysis of Data Microarrays | |
| 506 | |a Accès en ligne pour les établissements français bénéficiaires des licences nationales | ||
| 506 | |a Accès soumis à abonnement pour tout autre établissement | ||
| 506 | |a Conditions particulières de réutilisation pour les bénéficiaires des licences nationales. https://www.licencesnationales.fr/springer-nature-ebooks-contrat-licence-ln-2017 | ||
| 520 | |a 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 | ||
| 776 | 0 | |0 137031475 |t Computer simulation and data analysis in molecular biology and biophysics |o an introduction using R |f Victor Bloomfield |c London |n Springer |d 2009 |p 1 vol. (xvi-321 p.) |s Biological and medical physics, biomedical engineering |z 978-1-441-90084-5 | |
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