Directional and Multivariate Statistics : A Volume in Honour of Ashis SenGupta / / edited by Somesh Kumar, Barry C. Arnold, Kunio Shimizu, Arnab Kumar Laha
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| Titolo: |
Directional and Multivariate Statistics : A Volume in Honour of Ashis SenGupta / / edited by Somesh Kumar, Barry C. Arnold, Kunio Shimizu, Arnab Kumar Laha
|
| Pubblicazione: | Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2025 |
| Edizione: | 1st ed. 2025. |
| Descrizione fisica: | 1 online resource (XXVI, 474 p. 87 illus., 54 illus. in color.) |
| Disciplina: | 519.535 |
| Soggetto topico: | Multivariate analysis |
| Big data | |
| Machine learning | |
| Multivariate Analysis | |
| Big Data | |
| Machine Learning | |
| Anàlisi multivariable | |
| Estadística | |
| Soggetto genere / forma: | Llibres electrònics |
| Persona (resp. second.): | Somesh Kumar |
| ArnoldBarry C | |
| ShimizuKunio | |
| LahaArnab Kumar | |
| Nota di contenuto: | Chapter 1 Circular Data Diagnostics in Regression and Time Series Models -- Chapter 2 The Weighting Approach on the Circle -- Chapter 3 Isotonic Regression Estimators for Simultaneous Estimation of Order Restricted Location/Scale Parameters of a Bivariate Distribution: A Unified Study. |
| Sommario/riassunto: | This book contains select chapters on a range of topics in directional statistics, multivariate statistical inference, financial statistics, statistical machine learning and reliability inference. At the 43rd Annual Convention of the Indian Society for Probability and Statistics (ISPS) held in Prayagraj (formerly Allahabad), Uttar Pradesh, India, from 6–8 February 2024, attribute was paid to Prof. Ashis SenGupta on the occasion of his 70th birthday. He has pioneered research on directional statistics in the modern era in India and enhanced it worldwide and contributed significantly to the advancement of the following topics: Highly flexible distributions on manifolds Statistical machine learning in data science Big data on manifolds Optimal multiparameter, multivariate statistical inference Reliability inference and stress-dependent-strength models Directional statistics for highly volatile financial models Cylindrical, spherical and toroidal regression analysis Innovative applications of emerging real-life directional data. |
| Titolo autorizzato: | Directional and Multivariate Statistics |
| ISBN: | 981-9620-04-X |
| Formato: | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione: | Inglese |
| Record Nr.: | 9911001462803321 |
| Lo trovi qui: | Univ. Federico II |
| Opac: | Controlla la disponibilità qui |