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Multivariate analysis

Most popular at the top

  • Smoothing of Multivariate Databy Klemelä; Jussi

    Wiley 2009; US$ 153.00

    An applied treatment of the key methods and state-of-the-art tools for visualizing and understanding statistical data Smoothing of Multivariate Data provides an illustrative and hands-on approach to the multivariate aspects of density estimation, emphasizing the use of visualization tools. Rather than outlining the theoretical concepts of classification... more...

  • Nonparametric Hypothesis Testingby Stefano Bonnini; Livio Corain; Marco Marozzi; Luigi Salmaso

    Wiley 2014; US$ 90.95

    A novel presentation of rank and permutation tests, with accessible guidance to applications in R Nonparametric testing problems are frequently encountered in many scientific disciplines, such as engineering, medicine and the social sciences. This book summarizes traditional rank techniques and more recent developments in permutation testing as... more...

  • Independent Component Analysisby Aapo Hyvarinen; Juha Karhunen; Erkki Oja

    Wiley 2004; US$ 188.00

    A comprehensive introduction to ICA for students and practitioners Independent Component Analysis (ICA) is one of the most exciting new topics in fields such as neural networks, advanced statistics, and signal processing. This is the first book to provide a comprehensive introduction to this new technique complete with the fundamental mathematical... more...

  • Spectral Clustering and Biclusteringby Marianna Bolla

    Wiley 2013; US$ 93.00

    Explores regular structures in graphs and contingency tables by spectral theory and statistical methods This book bridges the gap between graph theory and statistics by giving answers to the demanding questions which arise when statisticians are confronted with large weighted graphs or rectangular arrays. Classical and modern statistical methods... more...

  • Cluster Analysisby Brian S. Everitt; Sabine Landau; Morven Leese; Daniel Stahl

    Wiley 2011; US$ 95.00

    Cluster analysis comprises a range of methods for classifying multivariate data into subgroups. By organizing multivariate data into such subgroups, clustering can help reveal the characteristics of any structure or patterns present. These techniques have proven useful in a wide range of areas such as medicine, psychology, market research and bioinformatics.... more...

  • Aspects of Multivariate Statistical Theoryby Robb J. Muirhead

    Wiley 2009; US$ 295.00

    The Wiley-Interscience Paperback Series consists of selected books that have been made more accessible to consumers in an effort to increase global appeal and general circulation. With these new unabridged softcover volumes, Wiley hopes to extend the lives of these works by making them available to future generations of statisticians, mathematicians,... more...

  • Co-Clusteringby Gé Govaert; rard; Mohamed Nadif

    Wiley 2013; US$ 97.95

    Cluster or co-cluster analyses are important tools in a variety of scientific areas. The introduction of this book presents a state of the art of already well-established, as well as more recent methods of co-clustering. The authors mainly deal with the two-mode partitioning under different approaches, but pay particular attention to a probabilistic... more...

  • Applied Regression Analysisby Norman R. Draper; Harry Smith

    Wiley 2014; US$ 195.00

    An outstanding introduction to the fundamentals of regression analysis-updated and expanded The methods of regression analysis are the most widely used statistical tools for discovering the relationships among variables. This classic text, with its emphasis on clear, thorough presentation of concepts and applications, offers a complete, easily accessible... more...

  • Strukturgleichungsmodelle in den Sozialwissenschaftenby Jost Reinecke

    De Gruyter 2014; US$ 560.00

    This work provides a basic introduction to modeling using structural equations, including a broad survey of potential areas of application. It shows how one can perform relevant analyses of empirical data using widely disseminated modeling programs. This textbook is designed for use in advanced courses in statistics and multivariate analytic... more...

  • Regressionsanalyse mit SPSSby Christian FG Schendera

    De Gruyter 2014; US$ 840.00

    The book provides a broad understanding of regression analysis in SPSS using many practical examples. It illustrates frequent sources of error and offers detailed descriptions and information about SPSS functions and syntax. more...