Description

Book Synopsis
Presents a system of multivariate analysis techniques in cases where statistical data may be of different measurement levels such as nominal, ordinal or interval. It covers methods of studying the stability of these techniques, including resampling by the bootstrap and jackknife and discusses sensitivity analysis through first-order approximations.

Table of Contents
Conventions and Controversies in Multivariate Analysis.

Coding of Categorical Data.

Homogeneity Analysis.

Nonlinear Principal Components Analysis.

Nonlinear Generalized Canonical Analysis.

Nonlinear Canonical Correlation Analysis.

Asymmetric Treatment of Sets: Some Special Cases, Some FuturePrograms.

Multidimensional Scaling and Correspondence Analysis.

Models as Gauges for the Analysis of Binary Data.

Reflections on Restrictions.

Nonlinear Multivariate Analysis: Principles andPossibilities.

The Study of Stability.

The Proof of the Pudding.

Appendices.

References.

Author Index.

Subject Index.

Nonlinear Multivariate Analysis

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    A Hardback by A Gifi

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      Book details

      Publisher Wiley-Blackwell
      Published 6/13/1990 12:00:00 AM
      ISBN-13 9780471926207
      978-0471926207
      ISBN-10 0471926205
      Also in:
      Computer science

      Description

      Book Synopsis
      Presents a system of multivariate analysis techniques in cases where statistical data may be of different measurement levels such as nominal, ordinal or interval. It covers methods of studying the stability of these techniques, including resampling by the bootstrap and jackknife and discusses sensitivity analysis through first-order approximations.

      Table of Contents
      Conventions and Controversies in Multivariate Analysis.

      Coding of Categorical Data.

      Homogeneity Analysis.

      Nonlinear Principal Components Analysis.

      Nonlinear Generalized Canonical Analysis.

      Nonlinear Canonical Correlation Analysis.

      Asymmetric Treatment of Sets: Some Special Cases, Some FuturePrograms.

      Multidimensional Scaling and Correspondence Analysis.

      Models as Gauges for the Analysis of Binary Data.

      Reflections on Restrictions.

      Nonlinear Multivariate Analysis: Principles andPossibilities.

      The Study of Stability.

      The Proof of the Pudding.

      Appendices.

      References.

      Author Index.

      Subject Index.

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