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DIFFERENTIAL GEOMETRY AND STATISTICS (MONOGRAPHS ON STATISTICS AND APPLIED PROBABILITY 48)

by Michael K. Murray; John W. Rice

Published by Chapman & Hall. 1st. 1993

Slightly better than very good condition. The authors bring to this book extensive research experience in differential geometry and its application to statistics. Green glazed boards, white titles. xiii and 272 pages including index.

Light scuffing to boards. Name & date in ink to top edge of front endpaper else contents clean.

ISBN: 0412398605
Stock no. 1830326

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Contents

  • Preface
  • 1 The geometry of exponential families
  • 2 Calculus on manifolds
  • 3 Statistical manifolds
  • 4 Connections
  • 5 Curvature
  • 6 Information metrics and statistical divergences
  • 7 Asymptotics
  • 8 Bundles and tensors
  • 9 Higher order geometry
  • References
  • Notation Index
  • Subject index

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