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About Differential Geometry and Statistics

Discusses the application of differential geometry to statistics. The book commences with the simplest differential manifolds - affine spaces and their relevance to exponential families - and passes into the general theory, the Fisher information metric, the Amari connection and asymptotics.

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  • Language:
  • English
  • ISBN:
  • 9780412398605
  • Binding:
  • Hardback
  • Pages:
  • 288
  • Published:
  • March 31, 1993
  • Dimensions:
  • 236x160x25 mm.
  • Weight:
  • 560 g.
Delivery: 2-3 weeks
Expected delivery: December 14, 2024

Description of Differential Geometry and Statistics

Discusses the application of differential geometry to statistics. The book commences with the simplest differential manifolds - affine spaces and their relevance to exponential families - and passes into the general theory, the Fisher information metric, the Amari connection and asymptotics.

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