Combinatorial Inference in Geometric Data Analysis

Language: English

Published by Chapman And Hall/CRC Jun 2021, 2021

1032093730 / 9781032093734

Series: Book 22 of 23 - Chapman & Hall/CRC Computer Science & Data Analysis

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Seller: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, GermanyBuchWeltWeit Ludwig Meier e.K.

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This item is printed on demand - it takes 3-4 days longer - Neuware -Geometric Data Analysis designates the approach of Multivariate Statistics that conceptualizes the set of observations as a Euclidean cloud of points. Combinatorial Inference in Geometric Data Analysis gives an overview of multidimensional statistical inference methods applicable to clouds of points that make no assumption on the process of generating data or distributions, and that are not based on random modelling but on permutation procedures recasting in a combinatorial framework. It focuses particularly on the comparison of a group of observations to a reference population (combinatorial test) or to a reference value of a location parameter (geometric test), and on problems of homogeneity, that is the comparison of several groups for two basic designs. These methods involve the use of combinatorial procedures to build a reference set in which we place the data. The chosen test statistics lead to original extensions, such as the geometric interpretation of the observed level, and the construction of a compatibility region.Features:Defines precisely the object under study in the context of multidimensional procedures, that is clouds of pointsPresents combinatorial tests and related computations with R and Coheris SPAD software Includes four original case studies to illustrate application of the tests Includes necessary mathematical background to ensure it is self-containedThis book is suitable for researchers and students of multivariate statistics, as well as applied researchers of various scientific disciplines. It could be used for a specialized course taught at either master or PhD level. 270 pp. Englisch.

Seller Inventory # 9781032093734

Title
Combinatorial Inference in Geometric Data Analysis
Author
Brigitte Le Roux
Publisher
Chapman And Hall/CRC Jun 2021
Publication year
2021
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
1032093730
ISBN 13
9781032093734
Item weight
415 grams
Dimensions
234x156x15 mm
Series
Book 22 of 23: Chapman & Hall/CRC Computer Science & Data Analysis

BuchWeltWeit Ludwig Meier e.K.

Bergisch Gladbach, Germany

5-star seller

AbeBooks seller since January 11, 2012

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BuchWeltWeit Ludwig Meier e.K.

Germany