Coverart for item
The Resource Statistical Data Analysis Using SAS : Intermediate Statistical Methods, by Mervyn G. Marasinghe, Kenneth J. Koehler, (electronic book) | (electronic book)

Statistical Data Analysis Using SAS : Intermediate Statistical Methods, by Mervyn G. Marasinghe, Kenneth J. Koehler, (electronic book) | (electronic book)

Label
Statistical Data Analysis Using SAS : Intermediate Statistical Methods
Title
Statistical Data Analysis Using SAS
Title remainder
Intermediate Statistical Methods
Statement of responsibility
by Mervyn G. Marasinghe, Kenneth J. Koehler
Creator
Contributor
Author
Subject
Language
eng
Summary
The aim of this textbook (previously titled SAS for Data Analytics) is to teach the use of SAS for statistical analysis of data for advanced undergraduate and graduate students in statistics, data science, and disciplines involving analyzing data. The book begins with an introduction beyond the basics of SAS, illustrated with non-trivial, real-world, worked examples. It proceeds to SAS programming and applications, SAS graphics, statistical analysis of regression models, analysis of variance models, analysis of variance with random and mixed effects models, and then takes the discussion beyond regression and analysis of variance to conclude. Pedagogically, the authors introduce theory and methodological basis topic by topic, present a problem as an application, followed by a SAS analysis of the data provided and a discussion of results. The text focuses on applied statistical problems and methods. Key features include: end of chapter exercises, downloadable SAS code and data sets, and advanced material suitable for a second course in applied statistics with every method explained using SAS analysis to illustrate a real-world problem. New to this edition: • Covers SAS v9.2 and incorporates new commands • Uses SAS ODS (output delivery system) for reproduction of tables and graphics output • Presents new commands needed to produce ODS output • All chapters rewritten for clarity • New and updated examples throughout • All SAS outputs are new and updated, including graphics • More exercises and problems • Completely new chapter on analysis of nonlinear and generalized linear models • Completely new appendix Mervyn G. Marasinghe, PhD, is Associate Professor Emeritus of Statistics at Iowa State University, where he has taught courses in statistical methods and statistical computing. Kenneth J. Koehler, PhD, is University Professor of Statistics at Iowa State University, where he teaches courses in statistical methodology at both graduate and undergraduate levels and primarily uses SAS to supplement his teaching
Member of
Cataloging source
UPM
http://library.link/vocab/creatorName
Marasinghe, Mervyn G
Dewey number
519.5
Index
no index present
LC call number
QA276-280
Literary form
non fiction
Nature of contents
dictionaries
http://library.link/vocab/relatedWorkOrContributorDate
1950-
http://library.link/vocab/relatedWorkOrContributorName
Koehler, Kenneth J.
Series statement
Springer Texts in Statistics,
http://library.link/vocab/subjectName
  • Statistics
  • Botany
  • Computer software
  • Probabilities
  • Statistics
  • Statistics and Computing/Statistics Programs
  • Probability Theory and Stochastic Processes
  • Mathematical Software
  • Statistical Theory and Methods
  • Plant Sciences
Label
Statistical Data Analysis Using SAS : Intermediate Statistical Methods, by Mervyn G. Marasinghe, Kenneth J. Koehler, (electronic book) | (electronic book)
Instantiates
Publication
Antecedent source
mixed
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
not applicable
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
1 Introduction to the SAS Language -- 2 More on SAS Programming and Some Applications -- 3 Introduction to SAS Graphics -- 4 Statistical Analysis of Regression Models -- 5 Analysis of Variance Models -- 6 Analysis of Variance: Random and Mixed Effects Models -- 7 Beyond Regression and Analysis of Variance -- Appendices -- References
Dimensions
unknown
Edition
2nd ed. 2018.
Extent
1 online resource (XIV, 679 p. 409 illus., 390 illus. in color.)
File format
multiple file formats
Form of item
online
Isbn
9783319692388
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/978-3-319-69239-5
Other physical details
online resource.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
  • on1038424051
  • (OCoLC)1038424051
Label
Statistical Data Analysis Using SAS : Intermediate Statistical Methods, by Mervyn G. Marasinghe, Kenneth J. Koehler, (electronic book) | (electronic book)
Publication
Antecedent source
mixed
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
not applicable
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
1 Introduction to the SAS Language -- 2 More on SAS Programming and Some Applications -- 3 Introduction to SAS Graphics -- 4 Statistical Analysis of Regression Models -- 5 Analysis of Variance Models -- 6 Analysis of Variance: Random and Mixed Effects Models -- 7 Beyond Regression and Analysis of Variance -- Appendices -- References
Dimensions
unknown
Edition
2nd ed. 2018.
Extent
1 online resource (XIV, 679 p. 409 illus., 390 illus. in color.)
File format
multiple file formats
Form of item
online
Isbn
9783319692388
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/978-3-319-69239-5
Other physical details
online resource.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
  • on1038424051
  • (OCoLC)1038424051

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