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Multivariate analysis

Most popular at the top

  • Models for Discrete Longitudinal Databy Geert Molenberghs; Geert Verbeke

    Springer-Verlag New York Inc 2006; US$ 199.00

    Offers a treatment on modeling approaches for non-Gaussian repeated measures. This book shows how various approaches can be implemented within the SAS software package. It provides an introduction to conditional models and the random-effects family, encompassing the beta-binomial model, the probit model, and the generalized linear mixed model. more...

  • Advanced Multivariate Statistics with Matricesby Tonu Kollo; D. von Rosen

    Springer 2006; US$ 139.00

    This book presents the authors' personal selection of topics in multivariate statistical analysis with emphasis on tools and techniques. Topics included range from definitions of multivariate moments, multivariate distributions, asymptotic distributions of commonly used statistics and density approximations to a modern treatment of multivariate... more...

  • Grouping Multidimensional Databy Jacob Kogan; Charles Nicholas; Marc Teboulle

    Springer-Verlag Berlin and Heidelberg GmbH & Co. KG 2006; US$ 129.00

    Brings together advances in clustering large and high-dimension data, with particular emphasis on linear algebra tools, optimization methods, and statistical techniques. Written by researchers from both academia and industry, this book covers theoretical basics as well as application and evaluation of algorithms. more...

  • Functional Data Analysisby J. Ramsay; B. W. Silverman

    Springer 2006; US$ 179.00

    Scientists collect samples of curves and other functional observations. This monograph presents many ideas and techniques for such data. It includes expressions in the functional domain of such classics as linear regression, principal components analysis, linear modelling, and canonical correlation analysis. more...

  • Statistical Analysis and Modelling of Spatial Point Patternsby Janine Illian; Antti Penttinen; Helga Stoyan; Dietrich Stoyan

    Wiley 2008; US$ 151.00

    Spatial point processes are mathematical models used to describe and analyse the geometrical structure of patterns formed by objects that are irregularly or randomly distributed in one-, two- or three-dimensional space. Examples include locations of trees in a forest, blood particles on a glass plate, galaxies in the universe, and particle centres... more...

  • Discrete Multivariate Analysis Theory and Practiceby Yvonne M. M. Bishop; Stephen E. Fienberg; Paul W. Holland

    Springer 2007; US$ 99.00

    The scientist searching for structure in large systems of data finds inspiration in his own discipline, support from modern computing, and guidance from statistical models. Because large sets of data are likely to be complicated, and because so many approaches suggest themselves, a codification of techniques of analysis, regarded as attractive paths... more...

  • The Analysis of Cross-Classified Categorical Databy Stephen E. Fienberg

    Springer 2007; US$ 89.99

    A variety of biological and social science data come in the form of cross-classified tables of counts, commonly referred to as contingency tables. Until recent years the statistical and computational techniques available for the analysis of cross-classified data were quite limited. This book presents some of the recent work on the statistical analysis... more...

  • Modern Multivariate Statistical Techniquesby Alan Julian Izenman

    Springer 2006; US$ 99.00

    Describes the advances in computation and data storage that led to the introduction of many statistical tools for high-dimensional data analysis. Focusing on multivariate analysis, this book discusses nonlinear methods as well as linear methods. It presents an integrated mixture of classical and modern multivariate statistical techniques. more...

  • Smoothing of Multivariate Databy Klemelä; Jussi

    Wiley 2009; US$ 148.00

    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...

  • 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...