Differential Geometry and Statistics

M.K. Murray, J.W. Rice (Autoren)

Buch | Hardcover

288 Seiten

1993
Chapman & Hall/CRC (Verlag)
978-0-412-39860-5 (ISBN)

Artikel merken

This book explains why geometry should enter into parametric statistics and how the theory of asymptotic expansions involves a form of higher-order differential geometry. It gives some new explanations of geometric ideas from a first principles point of view as far as geometry is concerned.

M.K. Murray

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

Erscheint lt. Verlag	1.4.1993
Reihe/Serie	Chapman & Hall/CRC Monographs on Statistics and Applied Probability
Sprache	englisch
Maße	152 x 229 mm
Gewicht	690 g
Einbandart	Paperback
Themenwelt	Mathematik / Informatik ► Mathematik ► Geometrie / Topologie
Themenwelt	Mathematik / Informatik ► Mathematik ► Statistik
ISBN-10	0-412-39860-5 / 0412398605
ISBN-13	978-0-412-39860-5 / 9780412398605
Zustand	Neuware