Computer simulation and data analysis in molecular biology and biophysics
Subtitle: an introduction using R
By: Victor Bloomfield
Series: Biological and medical physics, biomedical engineering; Biological and medical physics, biomedical engineering
Publisher: Springer
Published: 2009
Place of publication: Dordrecht; New York
Language: eng
Number of pages: 321
ISBN-13: 9781441900845; 9781441900838
Subjects: Statistical methods; Open source software; Mathematical models; Computer Simulation; Computersimulation; Computer simulation; Methods; Molecular Biology; Molecular biology; R (Computer program language); Programming Languages; Molekularbiologie; Biophysics; Statistics as Topic; Biophysik; Data processing; Statistical Models; Datenanalyse
Notes: Includes bibliographical references (p. 313-315) and index.
Table of contents: title: The basics of R. Calculating with R ; Plotting with R ; Functions and programming ; Data and packages; title: 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; title: Analyzing DNA and protein sequences. Probability and population genetics ; DNA sequence analysis ; Statistical analysis in molecular and cellular biology. Statistical analysis of data ; Microarrays; title: Appendix: Basic string manipulations in R.