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Multivariate analysis

Most popular at the top

  • Exploratory Data Analysis with MATLAB, Second Editionby Wendy L. Martinez; Angel Martinez; Jeffrey Solka

    Taylor and Francis 2010; US$ 98.95

    Since the publication of the bestselling first edition, many advances have been made in exploratory data analysis (EDA). Covering innovative approaches for dimensionality reduction, clustering, and visualization, Exploratory Data Analysis with MATLAB , Second Edition uses numerous examples and applications to show how the methods are used in practice.... more...

  • Spectral Clustering and Biclusteringby Marianna Bolla

    Wiley 2013; US$ 90.00

    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...

  • Co-Clusteringby Gé Govaert; rard; Mohamed Nadif

    Wiley 2013; US$ 95.00

    Cluster or co-cluster analyses are important tools in a variety ofscientific areas. The introduction of this book presents a state ofthe art of already well-established, as well as more recent methodsof co-clustering. The authors mainly deal with the two-modepartitioning under different approaches, but pay particularattention to a probabilistic approach.... 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... more...

  • Methods of Multivariate Analysisby Alvin C. Rencher

    Wiley 2003; US$ 179.00

    Amstat News asked three review editors to rate their top five favorite books in the September 2003 issue. Methods of Multivariate Analysis was among those chosen. When measuring several variables on a complex experimental unit, it is often necessary to analyze the variables simultaneously, rather than isolate them and consider them individually.... more...

  • Regression And Time Series Model Selectionby A D R McQuarrie; C L Tsai

    World Scientific Publishing Company 1998; US$ 107.00

    This important book describes procedures for selecting a model from a large set of competing statistical models. It includes model selection techniques for univariate and multivariate regression models, univariate and multivariate autoregressive models, nonparametric (including wavelets) and semiparametric regression models, and quasi-likelihood and... more...

  • Generalized Latent Variable Modelingby Anders Skrondal; Sophia Rabe-Hesketh

    Taylor and Francis 2004; US$ 119.95

    This book unifies and extends latent variable models, including multilevel or generalized linear mixed models, longitudinal or panel models, item response or factor models, latent class or finite mixture models, and structural equation models. Following a gentle introduction to latent variable modeling, the authors clearly explain and contrast a wide... more...

  • Exploratory Data Analysis with MATLABby Wendy L. Martinez; Angel Martinez; Jeffrey Solka

    Taylor and Francis 2004; US$ 89.95

    Exploratory data analysis (EDA) was conceived at a time when computers were not widely used, and thus computational ability was rather limited. As computational sophistication has increased, EDA has become an even more powerful process for visualizing and summarizing data before making model assumptions to generate hypotheses, encompassing larger and... more...

  • Hierarchical Modeling and Analysis for Spatial Databy Bradley P. Carlin; Alan E. Gelfand; Sudipto Banerjee

    Taylor and Francis 2003; US$ 109.95

    Among the many uses of hierarchical modeling, their application to the statistical analysis of spatial and spatio-temporal data from areas such as epidemiology And environmental science has proven particularly fruitful. Yet to date, the few books that address the subject have been either too narrowly focused on specific aspects of spatial analysis,... more...

  • Multivariate Statistical Analysisby Narayan C. Giri

    Taylor and Francis 2003; US$ 125.95

    Significantly revised and expanded, Multivariate Statistical Analysis, Second Edition addresses several added topics related to the properties and characterization of symmetric distributions, elliptically symmetric multivariate distributions, singular symmetric distributions, estimation of covariance matrices, tests of mean against one-sided alternatives,... more...