Functional and Shape Data Analysis

Language: English

Published by Springer, Humana Okt 2016, 2016

149394018X / 9781493940189

Series: Book 143 of 160 - Springer Series in Statistics

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Seller: buchversandmimpf2000, Emtmannsberg, BAYE, Germanybuchversandmimpf2000

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This item is printed on demand - Print on Demand Titel. Neuware -This textbook for courses on function data analysis and shape data analysis describes how to define, compare, and mathematically represent shapes, with a focus on statistical modeling and inference. It is aimed at graduate students in analysis in statistics, engineering, applied mathematics, neuroscience, biology, bioinformatics, and other related areas. The interdisciplinary nature of the broad range of ideas covered¿from introductory theory to algorithmic implementations and some statistical case studies¿is meant to familiarize graduate students with an array of tools that are relevant in developing computational solutions for shape and related analyses. These tools, gleaned from geometry, algebra, statistics, and computational science, are traditionally scattered across different courses, departments, and disciplines; Functional and Shape Data Analysis offers a unified, comprehensive solution by integrating the registration problem into shape analysis, better preparing graduate students for handling future scientific challenges.Recently, a data-driven and application-oriented focus on shape analysis has been trending. This text offers a self-contained treatment of this new generation of methods in shape analysis of curves. Its main focus is shape analysis of functions and curves¿in one, two, and higher dimensions¿both closed and open. It develops elegant Riemannian frameworks that provide both quantification of shape differences and registration of curves at the same time. Additionally, these methods are used for statistically summarizing given curve data, performing dimension reduction, and modeling observed variability. It is recommended that the reader have a background in calculus, linear algebra, numerical analysis, and computation.Springer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 468 pp. Englisch.…

Seller Inventory # 9781493940189

Title
Functional and Shape Data Analysis
Author
Anuj Srivastava
Publisher
Springer, Humana Okt 2016
Publication year
2016
Condition
Neu
Binding
Buch
Language
English
ISBN 10
149394018X
ISBN 13
9781493940189
Item weight
1,070 grams
Dimensions
260x183x31 mm
Series
Book 143 of 160: Springer Series in Statistics

buchversandmimpf2000

Emtmannsberg, BAYE, Germany

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AbeBooks seller since January 23, 2017

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