Combinatorial Inference in Geometric Data Analysis

ISBN-13: 9781498781619 / Angielski / Twarda / 2019 / 256 str.

Brigitte Le Roux; Solene Bienaise; Jean-Luc Durand

Opis

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.

Spis treści

Euclidean Cloud. Geometric Typicality Test. Set-Theoretic Typicality Test. Homogeneity Tests. Mathematical Bases. Research Case Studies.