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

# Statistical Data Analysis Using SAS : Intermediate Statistical Methods, by Mervyn G. Marasinghe, Kenneth J. Koehler, (electronic resource) Resource Information The item Statistical Data Analysis Using SAS : Intermediate Statistical Methods, by Mervyn G. Marasinghe, Kenneth J. Koehler, (electronic resource) represents a specific, individual, material embodiment of a distinct intellectual or artistic creation found in European University Institute.This item is available to borrow from 1 library branch.

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
Assigning source
Provided by publisher
Marasinghe, Mervyn G
Image bit depth
0
Literary form
non fiction
Nature of contents
dictionaries
Koehler, Kenneth J.
Series statement
• Springer eBooks.
• Springer eBooks
• Springer Texts in Statistics,
• Statistics
• Plant science
• Botany
• Computer software
• Probabilities
Label
Statistical Data Analysis Using SAS : Intermediate Statistical Methods, by Mervyn G. Marasinghe, Kenneth J. Koehler, (electronic resource)
Instantiates
Publication
Antecedent source
mixed
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
Control code
978-3-319-69239-5
Dimensions
unknown
Edition
2nd ed. 2018.
Extent
1 online resource (XIV, 679 pages)
File format
multiple file formats
Form of item
• online
• electronic
Governing access note
Use of this electronic resource may be governed by a license agreement which restricts use to the European University Institute community. Each user is responsible for limiting use to individual, non-commercial purposes, without systematically downloading, distributing, or retaining substantial portions of information, provided that all copyright and other proprietary notices contained on the materials are retained. The use of software, including scripts, agents, or robots, is generally prohibited and may result in the loss of access to these resources for the entire European University Institute community
Isbn
9783319692395
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
409 illustrations, 390 illustrations in color.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
(OCoLC)1038424051
Label
Statistical Data Analysis Using SAS : Intermediate Statistical Methods, by Mervyn G. Marasinghe, Kenneth J. Koehler, (electronic resource)
Publication
Antecedent source
mixed
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
Control code
978-3-319-69239-5
Dimensions
unknown
Edition
2nd ed. 2018.
Extent
1 online resource (XIV, 679 pages)
File format
multiple file formats
Form of item
• online
• electronic
Governing access note
Use of this electronic resource may be governed by a license agreement which restricts use to the European University Institute community. Each user is responsible for limiting use to individual, non-commercial purposes, without systematically downloading, distributing, or retaining substantial portions of information, provided that all copyright and other proprietary notices contained on the materials are retained. The use of software, including scripts, agents, or robots, is generally prohibited and may result in the loss of access to these resources for the entire European University Institute community
Isbn
9783319692395
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
409 illustrations, 390 illustrations in color.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
(OCoLC)1038424051