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

Written by Michael K. Murray, John W. Rice
Published by Chapman & Hall in 1993
ISBN: 0412398605

DIFFERENTIAL GEOMETRY AND STATISTICS (MONOGRAPHS ON STATISTICS AND APPLIED PROBABILITY 48)
Written by Michael K. Murray, John W. Rice.
Stock no. 1830326
1st. 1993. Hardback. 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. ISBN: 0412398605. Light scuffing to boards. Name & date in ink to top edge of front endpaper else contents clean.

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Front cover

Cover of DIFFERENTIAL GEOMETRY AND STATISTICS (MONOGRAPHS ON STATISTICS AND APPLIED PROBABILITY 48) by Michael K. Murray; John W. Rice

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