Name: nonparametric inference on manifolds (en Inglés)
Price: 89690.00 CLP
Availability: InStock
Author: Bhattacharya, Abhishek ; Bhattacharya, Rabi
ISBN: 9781107019584

portada nonparametric inference on manifolds (en Inglés)

Formato

Libro Físico

Autor

Abhishek Bhattacharya

Rabi Bhattacharya

Editorial

Cambridge University Press

Idioma

Inglés

Encuadernación

Tapa Dura

Dimensiones

23.1 x 15.2 x 2.0 cm

Peso

0.52 kg.

ISBN

1107019583

ISBN13

9781107019584

Categorías

Probabilidad y estadística

nonparametric inference on manifolds (en Inglés)

Abhishek Bhattacharya (Autor) · Rabi Bhattacharya (Autor) · Cambridge University Press · Tapa Dura

Libro Nuevo

$ 89.690

$ 149.480

Ahorras: $ 59.790

40% descuento

Envío normal

Origen: Estados Unidos (Costos de importación incluídos en el precio)

Se enviará desde nuestra bodega entre el Lunes 12 de Agosto y el Lunes 19 de Agosto.

Lo recibirás en cualquier lugar de Chile entre 1 y 3 días hábiles luego del envío.

Reseña del libro "nonparametric inference on manifolds (en Inglés)"

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.