Multivariate Statistical Analysis in the Real and Complex Domains
This book explores topics in multivariate statistical analysis, relevant in the real and complex domains. It utilizes simplified and unified notations to render the complex subject matter both accessible and enjoyable, drawing from clear exposition and numerous illustrative examples. The book featur...
में बचाया:
| मुख्य लेखकों: | , , |
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| स्वरूप: | Online |
| भाषा: | अंग्रेज़ी |
| प्रकाशित: |
Springer Nature
2022
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| विषय: | |
| ऑनलाइन पहुंच: | ONIX_20221118_9783030958640_49 |
| टैग: |
कोई टैग नहीं, इस रिकॉर्ड को टैग करने वाले पहले व्यक्ति बनें!
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| _version_ | 1869523182229127168 |
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| author | Mathai, Arak M. Provost, Serge B. Haubold, Hans J. |
| author_browse | Haubold, Hans J. Mathai, Arak M. Provost, Serge B. |
| author_facet | Mathai, Arak M. Provost, Serge B. Haubold, Hans J. |
| author_sort | Mathai, Arak M. |
| collection | Directory of Open Access Books |
| description | This book explores topics in multivariate statistical analysis, relevant in the real and complex domains. It utilizes simplified and unified notations to render the complex subject matter both accessible and enjoyable, drawing from clear exposition and numerous illustrative examples. The book features an in-depth treatment of theory with a fair balance of applied coverage, and a classroom lecture style so that the learning process feels organic. It also contains original results, with the goal of driving research conversations forward. This will be particularly useful for researchers working in machine learning, biomedical signal processing, and other fields that increasingly rely on complex random variables to model complex-valued data. It can also be used in advanced courses on multivariate analysis. Numerous exercises are included throughout. |
| format | Online |
| id | doab-20.500.12854ir-93966 |
| institution | Directory of Open Access Books |
| language | eng |
| publishDate | 2022 |
| publishDateRange | 2022 |
| publishDateSort | 2022 |
| publisher | Springer Nature |
| publisherStr | Springer Nature |
| record_format | ojs |
| spelling | doab-20.500.12854ir-939662025-08-13T13:41:34Z Multivariate Statistical Analysis in the Real and Complex Domains Mathai, Arak M. Provost, Serge B. Haubold, Hans J. multivariate statistical analysis mathematical statistics complex domain matrix-variate Gaussian distributions Wishart distribution type-1 distributions type-2 distributions factor analysis classifications cluster profile analyses thema EDItEUR::P Mathematics and Science::PB Mathematics::PBT Probability and statistics thema EDItEUR::P Mathematics and Science::PB Mathematics::PBW Applied mathematics thema EDItEUR::P Mathematics and Science::PH Physics::PHS Statistical physics thema EDItEUR::P Mathematics and Science::PB Mathematics::PBT Probability and statistics thema EDItEUR::P Mathematics and Science::PB Mathematics::PBW Applied mathematics thema EDItEUR::P Mathematics and Science::PH Physics::PHS Statistical physics This book explores topics in multivariate statistical analysis, relevant in the real and complex domains. It utilizes simplified and unified notations to render the complex subject matter both accessible and enjoyable, drawing from clear exposition and numerous illustrative examples. The book features an in-depth treatment of theory with a fair balance of applied coverage, and a classroom lecture style so that the learning process feels organic. It also contains original results, with the goal of driving research conversations forward. This will be particularly useful for researchers working in machine learning, biomedical signal processing, and other fields that increasingly rely on complex random variables to model complex-valued data. It can also be used in advanced courses on multivariate analysis. Numerous exercises are included throughout. 2022-11-19T04:03:28Z 2022-11-19T04:03:28Z 2022-11-18T14:20:57Z 2022 book ONIX_20221118_9783030958640_49 OCN: 1347381548 https://library.oapen.org/handle/20.500.12657/59381 9783030958640 https://directory.doabooks.org/handle/20.500.12854/93966 eng open access image/jpeg image/jpeg image/jpeg Attribution 4.0 International Attribution 4.0 International Attribution 4.0 International https://library.oapen.org/bitstream/20.500.12657/59381/1/978-3-030-95864-0.pdf https://library.oapen.org/bitstream/20.500.12657/59381/1/978-3-030-95864-0.pdf https://library.oapen.org/bitstream/20.500.12657/59381/1/978-3-030-95864-0.pdf Springer Nature Springer International Publishing 10.1007/978-3-030-95864-0 10.1007/978-3-030-95864-0 9fa3421d-f917-4153-b9ab-fc337c396b5a 9783030958640 Springer International Publishing 912 Cham open access |
| spellingShingle | multivariate statistical analysis mathematical statistics complex domain matrix-variate Gaussian distributions Wishart distribution type-1 distributions type-2 distributions factor analysis classifications cluster profile analyses thema EDItEUR::P Mathematics and Science::PB Mathematics::PBT Probability and statistics thema EDItEUR::P Mathematics and Science::PB Mathematics::PBW Applied mathematics thema EDItEUR::P Mathematics and Science::PH Physics::PHS Statistical physics thema EDItEUR::P Mathematics and Science::PB Mathematics::PBT Probability and statistics thema EDItEUR::P Mathematics and Science::PB Mathematics::PBW Applied mathematics thema EDItEUR::P Mathematics and Science::PH Physics::PHS Statistical physics Mathai, Arak M. Provost, Serge B. Haubold, Hans J. Multivariate Statistical Analysis in the Real and Complex Domains |
| title | Multivariate Statistical Analysis in the Real and Complex Domains |
| title_full | Multivariate Statistical Analysis in the Real and Complex Domains |
| title_fullStr | Multivariate Statistical Analysis in the Real and Complex Domains |
| title_full_unstemmed | Multivariate Statistical Analysis in the Real and Complex Domains |
| title_short | Multivariate Statistical Analysis in the Real and Complex Domains |
| title_sort | multivariate statistical analysis in the real and complex domains |
| topic | multivariate statistical analysis mathematical statistics complex domain matrix-variate Gaussian distributions Wishart distribution type-1 distributions type-2 distributions factor analysis classifications cluster profile analyses thema EDItEUR::P Mathematics and Science::PB Mathematics::PBT Probability and statistics thema EDItEUR::P Mathematics and Science::PB Mathematics::PBW Applied mathematics thema EDItEUR::P Mathematics and Science::PH Physics::PHS Statistical physics thema EDItEUR::P Mathematics and Science::PB Mathematics::PBT Probability and statistics thema EDItEUR::P Mathematics and Science::PB Mathematics::PBW Applied mathematics thema EDItEUR::P Mathematics and Science::PH Physics::PHS Statistical physics |
| topic_facet | multivariate statistical analysis mathematical statistics complex domain matrix-variate Gaussian distributions Wishart distribution type-1 distributions type-2 distributions factor analysis classifications cluster profile analyses thema EDItEUR::P Mathematics and Science::PB Mathematics::PBT Probability and statistics thema EDItEUR::P Mathematics and Science::PB Mathematics::PBW Applied mathematics thema EDItEUR::P Mathematics and Science::PH Physics::PHS Statistical physics thema EDItEUR::P Mathematics and Science::PB Mathematics::PBT Probability and statistics thema EDItEUR::P Mathematics and Science::PB Mathematics::PBW Applied mathematics thema EDItEUR::P Mathematics and Science::PH Physics::PHS Statistical physics |
| url | ONIX_20221118_9783030958640_49 |
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