Combinatorial Inference in Geometric Data Analysis (Hardcover)

Lingua: inglese

Editore: Taylor & Francis Inc, Portland, 2019

1498781616 / 9781498781619

Serie: Libro 22 di 23 - Chapman & Hall/CRC Computer Science & Data Analysis

Da: AussieBookSeller, Truganina, VIC, AustraliaAussieBookSeller

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Venditore AbeBooks dal 22 giugno 2007

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Hardcover. 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 points Presents 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 selfcontainedThis 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. 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. Shipping may be from our Sydney, NSW warehouse or from our UK or US warehouse, depending on stock availability.…

Codice articolo 9781498781619

Titolo
Combinatorial Inference in Geometric Data Analysis (Hardcover)
Autore
Brigitte Le Roux
Editore
Taylor & Francis Inc, Portland
Anno di pubblicazione
2019
Condizione
new
Rilegatura
Hardcover
Lingua
inglese
ISBN 10
1498781616
ISBN 13
9781498781619
Serie
Libro 22 di 23: Chapman & Hall/CRC Computer Science & Data Analysis

AussieBookSeller

Truganina, VIC, Australia

Venditore con 5 stelle

Venditore AbeBooks dal 22 giugno 2007

Tariffe di spedizione da Australia a U.S.A.

ArticoloDa 25 a 45 giorni lavorativiDa 8 a 14 giorni lavorativi
Primo articoloEUR 32,67EUR 38,84
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