Data Mining with SPSS Modeler Theory, Exercises and Solutions /

• Main Authors: Wendler, Tilo (Author), Gröttrup, Sören (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2016.
• Subjects: Statistics.; Data mining.; Computer software.; Statistical Theory and Methods.; Statistics and Computing/Statistics Programs.; Data Mining and Knowledge Discovery.; Mathematical Software.

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 o...

Table of Contents:

• 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.