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Directional Statistics for Innovative Applications

Name: Directional Statistics for Innovative Applications
Brand: Springer, Berlin
SKU: 38738194
Price: 157.39 EUR
Availability: InStock
Author: Ashis SenGupta
ISBN: 9789811910432

A Bicentennial Tribute to Florence Nightingale

Ashis SenGupta

Barry C. Arnold

Language

English

Book Hardback

Libristo code: 38738194

Publishers Springer, Berlin, November 2021

In commemoration of the bicentennial of the birth of the "lady who gave the rose diagram to us", thi... Full description

Libristo code: 38738194

385 b

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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.