Introduction to Multivariate Data

Häftad, Engelska, 2005

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A comprehensive overview of multivariate data and analysisProviding an introduction to the subject of multivariate data analysis without delving deeply into underlying theory and concepts, An Introduction to Multivariate Data is an excellent resource for undergraduate statistics courses as well as for professionals who require an understanding of statistical techniques for analyzing their own data sets. Focused on real-world application, the book includes sample exercises in each chapter to firmly cement the concepts covered. Exercises range from simple problems that can be solved by hand or with a calculator, while others require the use of computer-based statistical software.

Produktinformation

Utgivningsdatum2005-02-25
Mått159 x 235 x 12 mm
Vikt340 g
FormatHäftad
SpråkEngelska
Antal sidor242
FörlagJohn Wiley & Sons Inc
ISBN9780470689189

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Beräkning och matematisk analys inom Naturvetenskap och teknik

1 Introduction 1 2 Matrix Algebra 103 Basic Multivariate Statistics 224 Graphical Representation of Multivariate Data 415 Principal Components Analysis 496 Biplots 687 Correspondence Analysis 768 Cluster Analysis 879 Multidimensional Scaling 9910 Linear Regression Analysis 11811 Multivariate Analysis of Variance 13112 Canonical Correlation Analysis 14013 Discriminate Analysis and Canonical Variates Analysis 14814 Loglinear Modelling 16915 Factor Analysis 18116 Other Latent Variable Models 19517 Graphical Modelling 20118 Data Mining 211References 225Index 227