MARC details
| 000 -LEADER |
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| fixed length control field |
03546cam a22003375i 4500 |
| 003 - CONTROL NUMBER IDENTIFIER |
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| control field |
RNL |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
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| control field |
20260330051451.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
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| fixed length control field |
180412s2018 gw |||| o |||| 0|eng |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| ISBN |
9783319692388 |
| 040 ## - CATALOGING SOURCE |
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| Original cataloging agency |
RCL |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER |
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| Classification number |
R 519.5 M42S |
| 100 1# - MAIN ENTRY--PERSONAL NAME |
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| Personal name |
Marasinghe, Mervyn G. |
| 245 10 - TITLE STATEMENT |
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| Title |
Statistical Data Analysis Using SAS : |
| Sub Title |
Intermediate Statistical Methods |
| Statement of responsibility, etc |
/ Mervyn G. Marasinghe, Kenneth J. Koehler. |
| 250 ## - EDITION STATEMENT |
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| Edition statement |
2nd. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. |
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| Place of publication |
Cham: |
| Name of publisher |
Springer Cham, |
| Year of publication |
2018. |
| 300 ## - PHYSICAL DESCRIPTION |
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| Number of Pages |
xiv, 679p |
| Other physical details |
19 b/w illustrations, 390 illustrations in colour |
| 490 1# - SERIES STATEMENT |
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| Series statement |
Springer Texts in Statistics, |
| 505 0# - FORMATTED CONTENTS NOTE |
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| Formatted contents note |
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. |
| 520 ## - SUMMARY, ETC. |
|---|
| Summary, etc |
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. |
| 546 ## - LANGUAGE NOTE |
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| Language note |
English |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical Term |
Botany. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical Term |
Computer software. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical Term |
Plant science. |
| 650 14 - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical Term |
Statistics and Computing/Statistics Programs. |
| 650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical Term |
Mathematical Software. |
| 650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical Term |
Probability Theory and Stochastic Processes. |
| 650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical Term |
Statistical Theory and Methods. |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
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| Personal name |
Koehler, Kenneth J. |
| 856 ## - ELECTRONIC LOCATION AND ACCESS |
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| Uniform Resource Identifier |
https://link.springer.com/book/10.1007/978-3-319-69239-5 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
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| Koha item type |
Books |
