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This book provides a detailed account on some of the newest methods for dealing with directional data. Directional data naturally arises in diverse domains such as earth sciences (in particular geology), meteorology, astronomy, studies of animal behavior, image analysis, neurosciences, medicine, machine learning, bioinformatics, and cosmology. <
This book provides a detailed account on some of the newest methods for dealing with directional data. Directional data naturally arises in diverse domains such as earth sciences (in particular geology), meteorology, astronomy, studies of animal behavior, image analysis, neurosciences, medicine, machine learning, bioinformatics, and cosmology. <
Christophe Ley is professor of mathematical statistics at Ghent University. His research interests include semi-parametrically efficient inference, flexible modeling, directional statistics and the study of asymptotic approximations via Stein's Method. His achievements include the Marie-Jeanne Laurent-Duhamel prize of the Société Française de Statistique and an elected membership at the International Statistical Institute. He is associate editor for the journals Computational Statistics & Data Analysis and Econometrics and Statistics.
Thomas Verdebout is professor of mathematical statistics at Université libre de Bruxelles (ULB). His main research interests are semi-parametric statistics, high- dimensional statistics, directional statistics and rank-based procedures. He has won an annual prize of the Belgian Academy of Sciences and is an elected member of the International Statistical Institute. He is associate editor for the journals Statistics and Probability Letters and Journal of Multivariate Analysis.
Advances in flexible parametric distribution theory. Advances in kernel density estimation on directional supports. Computational and graphical methods. Local asymptotic normality for directional data. Recent results for tests of uniformity and symmetry. High-dimensional directional statistics.
| Erscheinungsjahr: | 2020 |
|---|---|
| Fachbereich: | Nachrichtentechnik |
| Genre: | Importe, Technik |
| Rubrik: | Naturwissenschaften & Technik |
| Medium: | Taschenbuch |
| ISBN-13: | 9780367573010 |
| ISBN-10: | 0367573016 |
| Sprache: | Englisch |
| Einband: | Kartoniert / Broschiert |
| Autor: |
Ley, Christophe
Verdebout, Thomas |
| Hersteller: | CRC Press |
| Verantwortliche Person für die EU: | Libri GmbH, Europaallee 1, D-36244 Bad Hersfeld, gpsr@libri.de |
| Maße: | 251 x 175 x 13 mm |
| Von/Mit: | Christophe Ley (u. a.) |
| Erscheinungsdatum: | 30.06.2020 |
| Gewicht: | 0,363 kg |
Christophe Ley is professor of mathematical statistics at Ghent University. His research interests include semi-parametrically efficient inference, flexible modeling, directional statistics and the study of asymptotic approximations via Stein's Method. His achievements include the Marie-Jeanne Laurent-Duhamel prize of the Société Française de Statistique and an elected membership at the International Statistical Institute. He is associate editor for the journals Computational Statistics & Data Analysis and Econometrics and Statistics.
Thomas Verdebout is professor of mathematical statistics at Université libre de Bruxelles (ULB). His main research interests are semi-parametric statistics, high- dimensional statistics, directional statistics and rank-based procedures. He has won an annual prize of the Belgian Academy of Sciences and is an elected member of the International Statistical Institute. He is associate editor for the journals Statistics and Probability Letters and Journal of Multivariate Analysis.
Advances in flexible parametric distribution theory. Advances in kernel density estimation on directional supports. Computational and graphical methods. Local asymptotic normality for directional data. Recent results for tests of uniformity and symmetry. High-dimensional directional statistics.
| Erscheinungsjahr: | 2020 |
|---|---|
| Fachbereich: | Nachrichtentechnik |
| Genre: | Importe, Technik |
| Rubrik: | Naturwissenschaften & Technik |
| Medium: | Taschenbuch |
| ISBN-13: | 9780367573010 |
| ISBN-10: | 0367573016 |
| Sprache: | Englisch |
| Einband: | Kartoniert / Broschiert |
| Autor: |
Ley, Christophe
Verdebout, Thomas |
| Hersteller: | CRC Press |
| Verantwortliche Person für die EU: | Libri GmbH, Europaallee 1, D-36244 Bad Hersfeld, gpsr@libri.de |
| Maße: | 251 x 175 x 13 mm |
| Von/Mit: | Christophe Ley (u. a.) |
| Erscheinungsdatum: | 30.06.2020 |
| Gewicht: | 0,363 kg |
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