Analysis Of Incomplete Multivariate Data Av J.l. Schafer

The last two decades have seen enormous developments in statistical methods for incomplete data. The EM algorithm and its extensions, multiple imputation, and Markov Chain Monte Carlo provide a set of flexible and reliable tools from inference in large classes of missing-data problems. Yet, in practical terms, those developments have had surprisingly little impact on the way most data analysts handle missing values on a routine basis. Analysis of Incomplete Multivariate Data helps bridge the gap between theory and practice, making these missing-data tools accessible to a broad audience. It presents a unified, Bayesian approach to the analysis of incomplete multivariate data, covering datasets in which the variables are continuous, categorical, or both. The focus is applied, where necessary, to help readers thoroughly understand the statistical properties of those methods, and the behavior of the accompanying algorithms. All techniques are illustrated with real data examp

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	Analysis Of Incomplete Multivariate Data Av J.l. Schafer	Se butikk	kr 579.00	Besøk butikk

Multivariate Analysis For Neuroimaging Data Av Atsushi Kawaguchi

This book describes methods for statistical brain imaging data analysis from both the perspective of methodology and from the standpoint of application for software implementation in neuroscience research. These include those both commonly used...

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Multivariate Data Analysis On Matrix Manifolds Av Nickolay Trendafilov, Michele Gallo

Unlike similar texts, it treats the MDA problems as optimization problems on matrix manifolds defined by the MDA model parameters, allowing them to be solved using (free) optimization software Manopt.

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Multivariate Data Analysis Av Joseph (university Of South Alabama) Hair, Rolph (drexel University) Anderson, Barry (morris Lewis Professor Of Marketin

For over 30 years, this text has provided students with the information they need to understand and apply multivariate data analysis. The eighth edition of Multivariate Data Analysis provides an updated perspective on the analysis of all types of data...

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An Introduction To Multivariate Statistical Analysis Av Theodore W. (stanford University Ca) Anderson

Perfected over three editions and more than forty years, this field- and classroom-tested reference: * Uses the method of maximum likelihood to a large extent to ensure reasonable, and in some cases optimal procedures. * Treats all...

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Analysis Of Incomplete Multivariate Data Av J.l. Schafer

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