Computer Simulation and Data Analysis in Molecular Biology and Biophysics An Introduction Using R /

• Κύριος συγγραφέας: Bloomfield, Victor (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: New York, NY : Springer New York, 2009.
• Σειρά: Biological and Medical Physics, Biomedical Engineering,
• Θέματα: Physics.; Science.; Biochemistry.; Cell biology.; Bioinformatics.; Computational biology.; Biophysics.; Biological physics.; Biomedical engineering.; Biophysics and Biological Physics.; Biochemistry, general.; Science, general.; Biomedical Engineering.; Computer Appl. in Life Sciences.; Cell Biology.

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...

Πίνακας περιεχομένων:

• 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.