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Computer simulation and data analysis in molecular biology and biophysics : an introduction using R / Victor Bloomfield.

By: Bloomfield, Victor A
Material type: TextTextSeries: Biological and medical physics, biomedical engineering: Publisher: Dordrecht ; New York : Springer, c2009Edition: 1st edDescription: xvi, 321 p. : ill. ; 25 cmISBN: 9781441900845 (hbk. : alk. paper); 9781441900838 (eISBN)Subject(s): Molecular biology -- Computer simulation | Molecular biology -- Mathematical models | Molecular biology -- Statistical methods | Molecular biology -- Data processing | Biophysics -- Computer simulation | Biophysics -- Mathematical models | Open source software | R (Computer program language) | Molecular Biology -- methods | Biophysics -- methods | Computer Simulation | Models, Statistical | Programming Languages | Statistics as Topic | Molekularbiologie | Biophysik | Computersimulation | DatenanalyseDDC classification: 571.40113 LOC classification: QH506 | .B565 2009
Contents:
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 -- Appendix: Basic string manipulations in R.
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Item type Current location Call number Status Date due Barcode
Books Books Centeral Library
Second Floor - Biotechnology
571.40113 B.V.C 2009 (Browse shelf) Available 16271

Includes bibliographical references (p. 313-315).

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 -- Appendix: Basic string manipulations in R.

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