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INTRODUCTION TO GRAPHICAL MODELLING (SPRINGER TEXTS IN STATISTICS)

Written by David Edwards
Published by Springer-Verlag in 2000
ISBN: 0387950540

INTRODUCTION TO GRAPHICAL MODELLING (SPRINGER TEXTS IN STATISTICS)
Written by David Edwards.
Stock no. 1830327
2nd. 2000. Hardback. 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. ISBN: 0387950540. Boards faded and a little scuffed. A few minor foxspots to text block. Name in ink to top of front endpaper else contents clean.

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Front cover

Cover of INTRODUCTION TO GRAPHICAL MODELLING (SPRINGER TEXTS IN STATISTICS) by David Edwards

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