03181nam 22006135 450 991025409610332120200630020828.03-319-28709-510.1007/978-3-319-28709-6(CKB)3710000000734695(DE-He213)978-3-319-28709-6(MiAaPQ)EBC6315402(MiAaPQ)EBC5596081(Au-PeEL)EBL5596081(OCoLC)951977994(PPN)194380661(EXLCZ)99371000000073469520160606d2016 u| 0engurnn|008mamaatxtrdacontentcrdamediacrrdacarrierData Mining with SPSS Modeler Theory, Exercises and Solutions /by Tilo Wendler, Sören Gröttrup1st ed. 2016.Cham :Springer International Publishing :Imprint: Springer,2016.1 online resource (XII, 1059 p. 1378 illus., 1277 illus. in color.) 3-319-28707-9 Preface -- Introduction -- Basic Functions of the SPSS Modeler -- Univariate Statistics -- Multivariate Statistics -- Regression Models -- Factor Analysis -- Cluster Analysis -- Classification Models -- Using R with the Modeler -- Data Sets Used in This Book.Introducing the IBM SPSS Modeler, this book guides readers through data mining processes and presents relevant statistical methods. There is a special focus on step-by-step tutorials and well-documented examples that help demystify complex mathematical algorithms and computer programs. The variety of exercises and solutions as well as an accompanying website with data sets and SPSS Modeler streams are particularly valuable. While intended for students, the simplicity of the Modeler makes the book useful for anyone wishing to learn about basic and more advanced data mining, and put this knowledge into practice.Statistics Data miningComputer softwareStatistical Theory and Methodshttps://scigraph.springernature.com/ontologies/product-market-codes/S11001Statistics and Computing/Statistics Programshttps://scigraph.springernature.com/ontologies/product-market-codes/S12008Data Mining and Knowledge Discoveryhttps://scigraph.springernature.com/ontologies/product-market-codes/I18030Mathematical Softwarehttps://scigraph.springernature.com/ontologies/product-market-codes/M14042Statistics .Data mining.Computer software.Statistical Theory and Methods.Statistics and Computing/Statistics Programs.Data Mining and Knowledge Discovery.Mathematical Software.005.55Wendler Tiloauthttp://id.loc.gov/vocabulary/relators/aut755875Gröttrup Sörenauthttp://id.loc.gov/vocabulary/relators/autMiAaPQMiAaPQMiAaPQBOOK9910254096103321Data Mining with SPSS Modeler2169029UNINA