ISBN: 9781107484313 - nonparametric inference on manifolds: with applications to shape spaces (institute of mathematical statistics monographs, 2, band 2) (18 Ergebnisse)

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Zustand: New. A systematic introduction to a general nonparametric theory of statistics on manifolds, with emphasis on manifolds of shapes. Series: Institute of Mathematical Statistics Monographs. Num Pages: 252 pages, 20 b/w illus. BIC Classification: PBP; PBT. Category: (P) Professional & Vocational. Dimension: 229 x 152 x 13. Weight in Grams: 34. . 2015. Reprint. paperback. . . . . …

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Zustand: New. A systematic introduction to a general nonparametric theory of statistics on manifolds, with emphasis on manifolds of shapes. Series: Institute of Mathematical Statistics Monographs. Num Pages: 252 pages, 20 b/w illus. BIC Classification: PBP; PBT. Category: (P) Professional & Vocational. Dimension: 229 x 152 x 13. Weight in Grams: 34. . 2015. Reprint. paperback. . . . . Books ship from the US and Ireland. …

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Taschenbuch. Zustand: Neu. Druck auf Anfrage Neuware - Printed after ordering - This book introduces in a systematic manner a general nonparametric theory of statistics on manifolds, with emphasis on manifolds of shapes. The theory has important and varied applications in medical diagnostics, image analysis, and machine vision. An early chapter of examples establishes the effectiveness of the new methods and demonstrates how they outperform their parametric counterparts. Inference is developed for both intrinsic and extrinsic Fréchet means of probability distributions on manifolds, then applied to shape spaces defined as orbits of landmarks under a Lie group of transformations - in particular, similarity, reflection similarity, affine and projective transformations. In addition, nonparametric Bayesian theory is adapted and extended to manifolds for the purposes of density estimation, regression and classification. Ideal for statisticians who analyze manifold data and wish to develop their own methodology, this book is also of interest to probabilists, mathematicians, computer scientists, and morphometricians with mathematical training.…

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Zustand: New. Print on Demand pp. xiii + 237 20 Illus.

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Paperback. Zustand: new. Paperback. This book introduces in a systematic manner a general nonparametric theory of statistics on manifolds, with emphasis on manifolds of shapes. The theory has important and varied applications in medical diagnostics, image analysis, and machine vision. An early chapter of examples establishes the effectiveness of the new methods and demonstrates how they outperform their parametric counterparts. Inference is developed for both intrinsic and extrinsic Frechet means of probability distributions on manifolds, then applied to shape spaces defined as orbits of landmarks under a Lie group of transformations - in particular, similarity, reflection similarity, affine and projective transformations. In addition, nonparametric Bayesian theory is adapted and extended to manifolds for the purposes of density estimation, regression and classification. Ideal for statisticians who analyze manifold data and wish to develop their own methodology, this book is also of interest to probabilists, mathematicians, computer scientists, and morphometricians with mathematical training. Ideal for statisticians, this book will also interest probabilists, mathematicians, computer scientists, and morphometricians with mathematical training. It presents a systematic introduction to a general nonparametric theory of statistics on manifolds, with emphasis on manifolds of shapes. The theory has important applications in medical diagnostics, image analysis and machine vision. This item is printed on demand. Shipping may be from our UK warehouse or from our Australian or US warehouses, depending on stock availability.…

Zustand: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Ideal for statisticians, this book will also interest probabilists, mathematicians, computer scientists, and morphometricians with mathematical training. It presents a systematic introduction to a general nonparametric theory of statistics on manifolds, wit.…

Taschenbuch. Zustand: Neu. Nonparametric Inference on Manifolds | Abhishek Bhattacharya (u. a.) | Taschenbuch | Kartoniert / Broschiert | Englisch | 2014 | Cambridge University Press | EAN 9781107484313 | Verantwortliche Person für die EU: Libri GmbH, Europaallee 1, 36244 Bad Hersfeld, gpsr[at]libri[dot]de | Anbieter: preigu Print on Demand. …