Building Bridges between Soft and Statistical Meth

ISBN 10: 3031155084 / ISBN 13: 9783031155086

Published by Springer, 2022

About this Item

New. US edition. Print on demand title. Delivery takes 20-25 days.

Seller Inventory # POD-326839

Bibliographic Details

• Title: Building Bridges between Soft and Statistical Meth
• Publisher: Springer
• Publication Date: 2022
• Language: English
• ISBN 10: 3031155084
• ISBN 13: 9783031155086
• Binding: Soft cover
• Condition: Brand New

About this title

Synopsis

Nowadays, data analysis is becoming an appealing topic due to the emergence of new data types, dimensions, and sources. This motivates the development of probabilistic/statistical approaches and tools to cope with these data. Different communities of experts, namely statisticians, mathematicians, computer scientists, engineers, econometricians, and psychologists are more and more interested in facing this challenge. As a consequence, there is a clear need to build bridges between all these communities for Data Science.

This book contains more than fifty selected recent contributions aiming to establish the above referred bridges. These contributions address very different and relevant aspects such as imprecise probabilities, information theory, random sets and random fuzzy sets, belief functions, possibility theory, dependence modelling and copulas, clustering, depth concepts, dimensionality reduction of complex data and robustness.