Exploring Multivariate Data with the Forward Search

Anthony C. Atkinson, Marco Riani, Andrea Cerioli - Collection Springer Series In Statistics

621 pages, parution le 13/02/2004

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Résumé

This book is concerned with data in which the observations are independent and in which the response is multivariate. Anthony Atkinson has been Professor of Statistics at the London School of Economics since 1989. Before that he was a Professor at Imperial College, London. He is the author of Plots, Transformations, and Regression, co-author of Optimum Experimental Designs, and joint editor of The Fascination of Statistics, a volume celebrating the centenary of the International Statistical Institute. Professor Atkinson has served as editor of The Journal of the Royal Statistical Society, Series B and as associate editor of Biometrika and Technometrics. He has published well over 100 articles in these and other journals including The Annals of Statistics, Biometrics, The Journal of the American Statistical Association, and Statistics and Computing. Marco Riani, after receiving his Ph.D. in Statistics in 1995 from the University of Florence, joined the Faculty of Economics at Parma University as postdoctoral fellow. In 1997 he won the prize for the best Italian Ph.D. thesis in Statistics. He is currently Associate Professor of Statistics in the University of Parma. He has published in Technometrics, The Journal of Computational and Graphical Statistics, The Journal of Business and Economic Statistics, The Journal of Forecasting, Environmetrics, Computational Statistics and Data Analysis, Metron, and other journals.

Written for:
Researchers, graduate students

Sommaire

Examples of Multivariate Data
Multivariate Data and the Forward Search
Data from One Multivariate Distribution
Multivariate Transformations to Normality
Principal Components Analysis
Discriminant Analysis
Cluster Analysis
Spatial Linear Models
A. Tables of Data

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Caractéristiques techniques

	PAPIER
Éditeur(s)	Springer
Auteur(s)	Anthony C. Atkinson, Marco Riani, Andrea Cerioli
Collection	Springer Series In Statistics
Parution	13/02/2004
Nb. de pages	621
Format	16 x 24
Couverture	Broché
Poids	1015g
Intérieur	Noir et Blanc
EAN13	9780387408521
ISBN13	978-0-387-40852-1