LEADER 04804nam 22007215 450 001 9910300099103321 005 20250411114415.0 010 $a3-319-69239-9 024 7 $a10.1007/978-3-319-69239-5 035 $a(CKB)4100000003359202 035 $a(DE-He213)978-3-319-69239-5 035 $a(MiAaPQ)EBC6311591 035 $a(MiAaPQ)EBC5578326 035 $a(Au-PeEL)EBL5578326 035 $a(OCoLC)1038424051 035 $a(PPN)226696049 035 $a(EXLCZ)994100000003359202 100 $a20180412d2018 u| 0 101 0 $aeng 135 $aurnn|008mamaa 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aStatistical Data Analysis Using SAS $eIntermediate Statistical Methods /$fby Mervyn G. Marasinghe, Kenneth J. Koehler 205 $a2nd ed. 2018. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2018. 215 $a1 online resource (XIV, 679 p. 409 illus., 390 illus. in color.) 225 1 $aSpringer Texts in Statistics,$x2197-4136 311 08$a3-319-69238-0 320 $aIncludes bibliographical references and index. 327 $a1 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. 330 $aThe 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. 410 0$aSpringer Texts in Statistics,$x2197-4136 606 $aMathematical statistics$xData processing 606 $aProbabilities 606 $aComputer software 606 $aStatistics 606 $aBotany 606 $aStatistics and Computing 606 $aProbability Theory 606 $aMathematical Software 606 $aStatistical Theory and Methods 606 $aPlant Science 615 0$aMathematical statistics$xData processing. 615 0$aProbabilities. 615 0$aComputer software. 615 0$aStatistics. 615 0$aBotany. 615 14$aStatistics and Computing. 615 24$aProbability Theory. 615 24$aMathematical Software. 615 24$aStatistical Theory and Methods. 615 24$aPlant Science. 676 $a519.5 700 $aMarasinghe$b Mervyn G$4aut$4http://id.loc.gov/vocabulary/relators/aut$0767904 702 $aKoehler$b Kenneth J$4aut$4http://id.loc.gov/vocabulary/relators/aut 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910300099103321 996 $aStatistical Data Analysis Using SAS$92283994 997 $aUNINA