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APPLIED MULTIVARIATE DATA ANALYSIS

by Brian S. Everitt; Graham Dunn

Published by Edward Arnold. 6th. 1998

Almost very good condition. An intermediate-level text ideal for students and research workers in the social and behavioural sciences. Cardwraps. xii and 304 pages including index.

Covers creased at corners, base of spine bumped. Small patch of pencil erasure marks to front endpaper. Some highlighting of text and some annotations (not too frequent). A nice working copy.

ISBN: 0340545291
Stock no. 1319664

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Contents

  • PART I: APPROACHES TO ANALYSING DATA
  • 1. Data and Statistics
  • 2. Mathematical and Statistical Background
  • PART II: EXPLORING MULTIVARIATE DATA
  • 3. The Initial Examination of Multivariate Data
  • 4. Reducing the Dimensionality of Multivariate Data: Principal Components and Correspondence Analysis
  • 5. Multidimensional Scaling
  • 6. Cluster Analysis
  • PART III: REGRESSION MODELS
  • 7. The Generalised Linear Model
  • 8. Regression and The Analysis of Variance
  • 9. Linear Models for Categorical Data
  • 10. Models for Rates and Survival Times
  • 11. Analysis of Repeated Measures
  • 12. Discriminant Analysis
  • PART IV: LATENT VARIABLE MODELS
  • 13. Factor Analysis
  • 14. Covariance Structure Models
  • Appendices

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