The Resource Applied Multivariate Statistics with R, by Daniel Zelterman, (electronic resource)

Applied Multivariate Statistics with R, by Daniel Zelterman, (electronic resource)

Label
Applied Multivariate Statistics with R
Title
Applied Multivariate Statistics with R
Statement of responsibility
by Daniel Zelterman
Creator
Author
Author
Subject
Language
  • eng
  • eng
Summary
This book brings the power of multivariate statistics to graduate-level practitioners, making these analytical methods accessible without lengthy mathematical derivations. Using the open source, shareware program R, Professor Zelterman demonstrates the process and outcomes for a wide array of multivariate statistical applications. Chapters cover graphical displays, linear algebra, univariate, bivariate and multivariate normal distributions, factor methods, linear regression, discrimination and classification, clustering, time series models, and additional methods. Zelterman uses practical examples from diverse disciplines to welcome readers from a variety of academic specialties. Those with backgrounds in statistics will learn new methods while they review more familiar topics. Chapters include exercises, real data sets, and R implementations. The data are interesting, real-world topics, particularly from health and biology-related contexts. As an example of the approach, the text examines a sample from the Behavior Risk Factor Surveillance System, discussing both the shortcomings of the data as well as useful analyses. The text avoids theoretical derivations beyond those needed to fully appreciate the methods. Prior experience with R is not necessary.
Member of
http://library.link/vocab/creatorName
Zelterman, Daniel
Dewey number
519.5
http://bibfra.me/vocab/relation/httpidlocgovvocabularyrelatorsaut
zDia8-ATdfk
Language note
English
LC call number
QA276-280
Literary form
non fiction
Nature of contents
dictionaries
Series statement
Statistics for Biology and Health,
http://library.link/vocab/subjectName
  • Statistics
  • Statistical methods
  • Epidemiology
  • Bioinformatics
  • Biological models
  • Statistics for Life Sciences, Medicine, Health Sciences
  • Biostatistics
  • Epidemiology
  • Bioinformatics
  • Systems Biology
Label
Applied Multivariate Statistics with R, by Daniel Zelterman, (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
Introduction.- Elements of R -- Graphical Displays -- Basic Linear Algebra -- The Univariate Normal Distribution -- Bivariate Normal Distribution -- Multivariate Normal Distribution -- Factor Methods -- Multivariate Linear Regression -- Discrimination and Classification -- Clustering -- Time Series Models -- Other Useful Methods -- References -- Appendix -- Selected Solutions -- Index
Dimensions
unknown
Edition
1st ed. 2015.
Extent
1 online resource (401 p.)
Form of item
online
Isbn
9783319140933
Media category
computer
Media type code
c
Other control number
10.1007/978-3-319-14093-3
Specific material designation
remote
System control number
  • (CKB)3710000000460295
  • (EBL)3568013
  • (SSID)ssj0001546503
  • (PQKBManifestationID)16140872
  • (PQKBTitleCode)TC0001546503
  • (PQKBWorkID)14796231
  • (PQKB)11328684
  • (DE-He213)978-3-319-14093-3
  • (MiAaPQ)EBC3568013
  • (EXLCZ)993710000000460295
Label
Applied Multivariate Statistics with R, by Daniel Zelterman, (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
Introduction.- Elements of R -- Graphical Displays -- Basic Linear Algebra -- The Univariate Normal Distribution -- Bivariate Normal Distribution -- Multivariate Normal Distribution -- Factor Methods -- Multivariate Linear Regression -- Discrimination and Classification -- Clustering -- Time Series Models -- Other Useful Methods -- References -- Appendix -- Selected Solutions -- Index
Dimensions
unknown
Edition
1st ed. 2015.
Extent
1 online resource (401 p.)
Form of item
online
Isbn
9783319140933
Media category
computer
Media type code
c
Other control number
10.1007/978-3-319-14093-3
Specific material designation
remote
System control number
  • (CKB)3710000000460295
  • (EBL)3568013
  • (SSID)ssj0001546503
  • (PQKBManifestationID)16140872
  • (PQKBTitleCode)TC0001546503
  • (PQKBWorkID)14796231
  • (PQKB)11328684
  • (DE-He213)978-3-319-14093-3
  • (MiAaPQ)EBC3568013
  • (EXLCZ)993710000000460295

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 ...