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Data mining with SPSS modeler = theo...

Wendler, Tilo.

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Data mining with SPSS modeler = theory, exercises and solutions /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Data mining with SPSS modeler/ by Tilo Wendler, Soren Grottrup.
Reminder of title:	theory, exercises and solutions /
Author:	Wendler, Tilo.
other author:	Grottrup, Soren.
Published:	Cham :Springer International Publishing : : 2016.,
Description:	xii, 1059 p. :ill. (some col.), digital ;24 cm.
[NT 15003449]:	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.
Contained By:	Springer eBooks
Subject:	Data mining. -
Online resource:	http://dx.doi.org/10.1007/978-3-319-28709-6
ISBN:	9783319287096

Data mining with SPSS modeler = theory, exercises and solutions /
Wendler, Tilo.

Data mining with SPSS modelertheory, exercises and solutions /[electronic resource] :by Tilo Wendler, Soren Grottrup. - Cham :Springer International Publishing :2016. - xii, 1059 p. :ill. (some col.), digital ;24 cm.

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.

ISBN: 9783319287096

Standard No.: 10.1007/978-3-319-28709-6doiSubjects--Uniform Titles:

SPSS (Computer file)
Subjects--Topical Terms:

562972
Data mining.

LC Class. No.: QA76.9.D343

Dewey Class. No.: 006.312

Data mining with SPSS modeler = theory, exercises and solutions /
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100 1 $a Wendler, Tilo. $3 2200263
245 1 0 $a Data mining with SPSS modeler $h [electronic resource] : $b theory, exercises and solutions / $c by Tilo Wendler, Soren Grottrup.
260 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2016.
300 $a xii, 1059 p. : $b ill. (some col.), digital ; $c 24 cm.
505 0 $a 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.
520 $a 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.
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650 1 4 $a Statistics. $3 517247
650 2 4 $a Statistical Theory and Methods. $3 891074
650 2 4 $a Statistics and Computing/Statistics Programs. $3 894293
650 2 4 $a Data Mining and Knowledge Discovery. $3 898250
650 2 4 $a Mathematical Software. $3 897499
700 1 $a Grottrup, Soren. $3 2200264
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950 $a Mathematics and Statistics (Springer-11649)