Directional Statistics for Innovative Applications

A Bicentennial Tribute to Florence Nightingale de

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Éditeur :

Springer


Paru le : 2022-06-15

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Description
In commemoration of the bicentennial of the birth of the “lady who gave the rose diagram to us”, this special contributed book pays a statistical tribute to Florence Nightingale. This book presents recent phenomenal developments, both in rigorous theory as well as in emerging methods, for applications in directional statistics, in 25 chapters with contributions from 65 renowned researchers from 25 countries. With the advent of modern techniques in statistical paradigms and statistical machine learning, directional statistics has become an indispensable tool. Ranging from data on circles to that on the spheres, tori and cylinders, this book includes solutions to problems on exploratory data analysis, probability distributions on manifolds, maximum entropy, directional regression analysis, spatio-directional time series, optimal inference, simulation, statistical machine learning with big data, and more, with their innovative applications to emerging real-life problems in astro-statistics, bioinformatics, crystallography, optimal transport, statistical process control, and so on.
Pages
488 pages
Collection
n.c
Parution
2022-06-15
Marque
Springer
EAN papier
9789811910432
EAN PDF
9789811910449

Informations sur l'ebook
Nombre pages copiables
4
Nombre pages imprimables
48
Taille du fichier
13240 Ko
Prix
158,24 €
EAN EPUB
9789811910449

Informations sur l'ebook
Nombre pages copiables
4
Nombre pages imprimables
48
Taille du fichier
64676 Ko
Prix
158,24 €

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