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Multiway Data Analysis

Multiway Data Analysis


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About the Book

This book collects together 45 papers covering various aspects of the analysis of multiway data arrays. Mathematical properties of three-way and multiway arrays are investigated and their utilization for the statistical interpretation of complex data sets is emphasized. The volume is divided into 5 chapters. A specific introduction to each chapter has been prepared by the Editorial Board. Different methods of analysis are considered including: longitudinal and multimode factor analysis, generalized canonical analysis, multidimensional scaling, multiway classification techniques, model based approaches. The reader can find many original contributions to this area, as well as interesting applications in several fields of research such as psychology, economics, sociology and bio-medicine.

Table of Contents:
Mathematical Aspects of Multiway Data Arrays. (Contributors: R. Coppi, F. Critchley; J.B. Kruskal; A. Franc; J.B. Denis, T. Dhorne; G. D'Aubigny, E. Polit; J.M.F. ten Berge; B. Leclerc). Relationships and Comparisons between Different Techniques of Analysis. (Contributors: R. Coppi, W.J. Heiser; A. Carlier, C. Lavit, M. Pages, M.O. Pernin, J.C. Turlot; G. Bove, A. Di Ciaccio; J.B. Kruskal, R.A. Harshman, M.E. Lundy; M.E. Lundy, R.A. Harshman, J.B. Kruskal; C. Hayashi; A. Rizzi; H.A.L. Kiers; P.M. Kroonenberg; P.G.M. van der Heijden, F. Meijerink; Y. Schektman). Symmetric and Non-Symmetric Approaches to the Analysis of Structured Data Matrices. (Contributors: S. Bolasco, Y. Escoufier, J. Meulman; J.C. Gower; J. Meulman; E. van der Burg, G. Dijksterhuis; R. Tijssen, J. de Leeuw; R. Lafosse; B. Escofier, J. Pages; Y. Takane; L. D'Ambra, N. Lauro; S. Nishisato, D.R. Lawrence; H. Benali, B. Escofier; R. Sabatier, J.D. Lebreton, D. Chessel; R.G. Flores; J.O. Ramsay; G. D'Alessio; V. Amato). Multidimensional Scaling and Classification Techniques. (Contributors: W.J. Heiser, N. Lauro; W.J. Heiser; S. Winsberg, J.D. Carroll; G. De Soete, J.D. Carroll; A. Bellacicco; H. Ralambondrainy; M. Chiodi). Model Based Approaches. (Contributors: R. Coppi, F. Critchley; J.D. Carroll, G. De Soete, S. Pruzansky; J. Rost; F. van de Pol, R. Langeheine; M. Croon; M.W. Browne; G. Patrizi; A. Biggeri, M. Braga, A. Decarli, M.G. Valsecchi; T. Wansbeek, J. Verhees).


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Product Details
  • ISBN-13: 9780444874108
  • Publisher: Elsevier Science & Technology
  • Publisher Imprint: Elsevier Science Ltd
  • Height: 240 mm
  • ISBN-10: 0444874100
  • Publisher Date: /06/1989
  • Binding: Hardback


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