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INTRODUCTION TO GRAPHICAL MODELLING (SPRINGER TEXTS IN STATISTICS)

by David Edwards

Published by Springer-Verlag. 2nd. 2000

Very good condition. Second Edition. This textbook provides an introduction to graphical modelling with emphasis on applications and practicalities rather than on a formal development. Based on the popular software package for graphical modelling, MIM, a freeware version of which can be downloaded from the internet. Glazed boards. xv and 333 pages including index.

Boards faded and a little scuffed. A few minor foxspots to text block. Name in ink to top of front endpaper else contents clean.

ISBN: 0387950540
Stock no. 1830327

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Contents

  • Preface to the Second Edition
  • Preface to the First Edition
  • 1 Preliminaries
  • 2 Discrete Models
  • 3 Continuous Models
  • 4 Mixed Models
  • 5 Hypothesis Testing
  • 6 Model Selection and Criticism
  • 7 Directed Graphs and Their Models
  • 8 Causal Inference
  • A The MIM Command Language
  • B Implementation Specifics of MIM
  • C On Multivariate Symmetry
  • D On the Estimation Algorithms
  • References
  • Index

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