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Language EnglishEnglish
Book Paperback
Book Combining, Modelling and Analyzing Imprecision, Randomness and Dependence Jonathan Ansari
Libristo code: 46145372
Publishers Springer, Berlin, August 2024
This volume contains more than 65 peer-reviewed papers corresponding to presentations at the 11th Co... Full description
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This volume contains more than 65 peer-reviewed papers corresponding to presentations at the 11th Conference on Soft Methods in Probability and Statistics (SMPS) held in Salzburg, Austria, in September 2024. It covers recent advances in the field of probability, statistics, and data science, with a particular focus on dealing with dependence, imprecision and incomplete information. Reflecting the fact that data science continues to evolve, this book serves as a bridge between different groups of experts, including statisticians, mathematicians, computer scientists, and engineers, and encourages interdisciplinary research. The selected contributions cover a wide range of topics such as imprecise probabilities, random sets, belief functions, possibility theory, and dependence modeling. Readers will find discussions on clustering, depth concepts, dimensionality reduction, and robustness, reflecting the conference's commitment to addressing real-world challenges through innovative methods.

 

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About the book

Full name Combining, Modelling and Analyzing Imprecision, Randomness and Dependence
Language English
Binding Book - Paperback
Date of issue 2024
Number of pages 600
EAN 9783031659928
Libristo code 46145372
Publishers Springer, Berlin
Weight 867
Dimensions 155 x 235
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