The Resource Computer Simulation and Data Analysis in Molecular Biology and Biophysics : An Introduction Using R, by Victor Bloomfield, (electronic resource)

Computer Simulation and Data Analysis in Molecular Biology and Biophysics : An Introduction Using R, by Victor Bloomfield, (electronic resource)

Label
Computer Simulation and Data Analysis in Molecular Biology and Biophysics : An Introduction Using R
Title
Computer Simulation and Data Analysis in Molecular Biology and Biophysics
Title remainder
An Introduction Using R
Statement of responsibility
by Victor Bloomfield
Creator
Author
Author
Subject
Language
  • eng
  • eng
Summary
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
Member of
Is Subseries of
http://library.link/vocab/creatorName
Bloomfield, Victor
Dewey number
  • 571.40113
  • 572.80285
http://bibfra.me/vocab/relation/httpidlocgovvocabularyrelatorsaut
FdGI85vUUsY
Language note
English
LC call number
QH505
Literary form
non fiction
Nature of contents
dictionaries
Series statement
Biological and Medical Physics, Biomedical Engineering,
http://library.link/vocab/subjectName
  • Biochemistry
  • Biomedical engineering
  • Biology
  • Cytology
  • Biological and Medical Physics, Biophysics
  • Biochemistry, general
  • Science, Humanities and Social Sciences, multidisciplinary
  • Biomedical Engineering and Bioengineering
  • Computer Appl. in Life Sciences
  • Cell Biology
Label
Computer Simulation and Data Analysis in Molecular Biology and Biophysics : An Introduction Using R, by Victor Bloomfield, (electronic resource)
Instantiates
Publication
Note
Description based upon print version of record
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
  • cr
Content category
text
Content type code
  • txt
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
Dimensions
unknown
Edition
1st ed. 2009.
Extent
1 online resource (336 p.)
Form of item
online
Isbn
9781441900838
Media category
computer
Media type code
  • c
Other control number
10.1007/978-1-4419-0083-8
Specific material designation
remote
System control number
  • (CKB)1000000000761560
  • (EBL)450452
  • (OCoLC)436920532
  • (SSID)ssj0000127935
  • (PQKBManifestationID)11159637
  • (PQKBTitleCode)TC0000127935
  • (PQKBWorkID)10064535
  • (PQKB)11406362
  • (DE-He213)978-1-4419-0083-8
  • (MiAaPQ)EBC450452
  • (EXLCZ)991000000000761560
Label
Computer Simulation and Data Analysis in Molecular Biology and Biophysics : An Introduction Using R, by Victor Bloomfield, (electronic resource)
Publication
Note
Description based upon print version of record
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
  • cr
Content category
text
Content type code
  • txt
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
Dimensions
unknown
Edition
1st ed. 2009.
Extent
1 online resource (336 p.)
Form of item
online
Isbn
9781441900838
Media category
computer
Media type code
  • c
Other control number
10.1007/978-1-4419-0083-8
Specific material designation
remote
System control number
  • (CKB)1000000000761560
  • (EBL)450452
  • (OCoLC)436920532
  • (SSID)ssj0000127935
  • (PQKBManifestationID)11159637
  • (PQKBTitleCode)TC0000127935
  • (PQKBWorkID)10064535
  • (PQKB)11406362
  • (DE-He213)978-1-4419-0083-8
  • (MiAaPQ)EBC450452
  • (EXLCZ)991000000000761560

Library Locations

  • Architecture LibraryBorrow it
    Gould Hall 830 Van Vleet Oval Rm. 105, Norman, OK, 73019, US
    35.205706 -97.445050
  • Bizzell Memorial LibraryBorrow it
    401 W. Brooks St., Norman, OK, 73019, US
    35.207487 -97.447906
  • Boorstin CollectionBorrow it
    401 W. Brooks St., Norman, OK, 73019, US
    35.207487 -97.447906
  • Chinese Literature Translation ArchiveBorrow it
    401 W. Brooks St., RM 414, Norman, OK, 73019, US
    35.207487 -97.447906
  • Engineering LibraryBorrow it
    Felgar Hall 865 Asp Avenue, Rm. 222, Norman, OK, 73019, US
    35.205706 -97.445050
  • Fine Arts LibraryBorrow it
    Catlett Music Center 500 West Boyd Street, Rm. 20, Norman, OK, 73019, US
    35.210371 -97.448244
  • Harry W. Bass Business History CollectionBorrow it
    401 W. Brooks St., Rm. 521NW, Norman, OK, 73019, US
    35.207487 -97.447906
  • History of Science CollectionsBorrow it
    401 W. Brooks St., Rm. 521NW, Norman, OK, 73019, US
    35.207487 -97.447906
  • John and Mary Nichols Rare Books and Special CollectionsBorrow it
    401 W. Brooks St., Rm. 509NW, Norman, OK, 73019, US
    35.207487 -97.447906
  • Library Service CenterBorrow it
    2601 Technology Place, Norman, OK, 73019, US
    35.185561 -97.398361
  • Price College Digital LibraryBorrow it
    Adams Hall 102 307 West Brooks St., Norman, OK, 73019, US
    35.210371 -97.448244
  • Western History CollectionsBorrow it
    Monnet Hall 630 Parrington Oval, Rm. 300, Norman, OK, 73019, US
    35.209584 -97.445414
Processing Feedback ...