Applied multiway data analysis:
Saved in:
| Main Author: | |
|---|---|
| Format: | Electronic eBook |
| Language: | English |
| Published: |
Hoboken, N.J.
Wiley-Interscience
© 2008
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| Series: | Wiley series in probability and statistics
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| Subjects: | |
| Online Access: | FRO01 UBG01 UBM01 Volltext |
| Item Description: | Includes bibliographical references (pages 501-526) and indexes "Applied Multiway Data Analysis presents a unique, thorough, and authoritative treatment of this relatively new and emerging approach to data analysis that is applicable across a range of fields, from the social and behavioral sciences to agriculture, environmental sciences, and chemistry. General introductions to multiway data types, methods, and estimation procedures are provided in addition to detailed explanations and advice for readers who would like to learn more about applying multiway methods. Using carefully laid out examples and engaging applications, the book begins with an introductory chapter that serves as a general overview of multiway analysis, including the types of problems it can address. Next, the process of setting up, carrying out, and evaluating multiway analyses is discussed along with commonly-encountered issues, such as preprocessing, missing data, model and dimensionality selection, postprocessing, transformation, as well as robustness and stability issues"--Provided by publisher |
| Physical Description: | 1 Online-Ressource (xxi, 579 pages) |
| ISBN: | 9780470237991 0470237996 9780470238004 0470238003 1281237345 9781281237347 |
Staff View
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Record in the Search Index
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| author | Kroonenberg, Pieter M. |
| author_facet | Kroonenberg, Pieter M. |
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| author_sort | Kroonenberg, Pieter M. |
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| dewey-full | 519.5/35 |
| dewey-hundreds | 500 - Natural sciences and mathematics |
| dewey-ones | 519 - Probabilities and applied mathematics |
| dewey-raw | 519.5/35 |
| dewey-search | 519.5/35 |
| dewey-sort | 3519.5 235 |
| dewey-tens | 510 - Mathematics |
| discipline | Mathematik |
| format | Electronic eBook |
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| id | DE-604.BV043387689 |
| illustrated | Not Illustrated |
| indexdate | 2024-07-10T07:24:33Z |
| institution | BVB |
| isbn | 9780470237991 0470237996 9780470238004 0470238003 1281237345 9781281237347 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-028806273 |
| oclc_num | 214281350 |
| open_access_boolean | |
| owner | DE-861 DE-19 DE-BY-UBM |
| owner_facet | DE-861 DE-19 DE-BY-UBM |
| physical | 1 Online-Ressource (xxi, 579 pages) |
| psigel | ZDB-35-WIC UBG_PDA_WIC ZDB-35-WIC FRO_PDA_WIC ZDB-35-WIC UBG_PDA_WIC ZDB-35-WIC UBM_PDA_WIC_Kauf |
| publishDate | 2008 |
| publishDateSearch | 2008 |
| publishDateSort | 2008 |
| publisher | Wiley-Interscience |
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| series2 | Wiley series in probability and statistics |
| spelling | Kroonenberg, Pieter M. Verfasser aut Applied multiway data analysis Pieter M. Kroonenberg Hoboken, N.J. Wiley-Interscience © 2008 1 Online-Ressource (xxi, 579 pages) txt rdacontent c rdamedia cr rdacarrier Wiley series in probability and statistics Includes bibliographical references (pages 501-526) and indexes "Applied Multiway Data Analysis presents a unique, thorough, and authoritative treatment of this relatively new and emerging approach to data analysis that is applicable across a range of fields, from the social and behavioral sciences to agriculture, environmental sciences, and chemistry. General introductions to multiway data types, methods, and estimation procedures are provided in addition to detailed explanations and advice for readers who would like to learn more about applying multiway methods. Using carefully laid out examples and engaging applications, the book begins with an introductory chapter that serves as a general overview of multiway analysis, including the types of problems it can address. Next, the process of setting up, carrying out, and evaluating multiway analyses is discussed along with commonly-encountered issues, such as preprocessing, missing data, model and dimensionality selection, postprocessing, transformation, as well as robustness and stability issues"--Provided by publisher MATHEMATICS / Probability & Statistics / Multivariate Analysis bisacsh Multiple comparisons (Statistics) fast Multivariate analysis fast Principal components analysis fast Multivariate analyse gtt Principale-componentenanalyse gtt Multivariate analysis Multiple comparisons (Statistics) Principal components analysis Multivariate Analyse (DE-588)4040708-1 gnd rswk-swf Multivariate Analyse (DE-588)4040708-1 s 1\p DE-604 Erscheint auch als Druck-Ausgabe, Hardcover 978-0-470-16497-6 Erscheint auch als Druck-Ausgabe, Hardcover 0-470-16497-2 https://onlinelibrary.wiley.com/doi/book/10.1002/9780470238004 Verlag URL des Erstveröffentlichers Volltext 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Kroonenberg, Pieter M. Applied multiway data analysis MATHEMATICS / Probability & Statistics / Multivariate Analysis bisacsh Multiple comparisons (Statistics) fast Multivariate analysis fast Principal components analysis fast Multivariate analyse gtt Principale-componentenanalyse gtt Multivariate analysis Multiple comparisons (Statistics) Principal components analysis Multivariate Analyse (DE-588)4040708-1 gnd |
| subject_GND | (DE-588)4040708-1 |
| title | Applied multiway data analysis |
| title_auth | Applied multiway data analysis |
| title_exact_search | Applied multiway data analysis |
| title_full | Applied multiway data analysis Pieter M. Kroonenberg |
| title_fullStr | Applied multiway data analysis Pieter M. Kroonenberg |
| title_full_unstemmed | Applied multiway data analysis Pieter M. Kroonenberg |
| title_short | Applied multiway data analysis |
| title_sort | applied multiway data analysis |
| topic | MATHEMATICS / Probability & Statistics / Multivariate Analysis bisacsh Multiple comparisons (Statistics) fast Multivariate analysis fast Principal components analysis fast Multivariate analyse gtt Principale-componentenanalyse gtt Multivariate analysis Multiple comparisons (Statistics) Principal components analysis Multivariate Analyse (DE-588)4040708-1 gnd |
| topic_facet | MATHEMATICS / Probability & Statistics / Multivariate Analysis Multiple comparisons (Statistics) Multivariate analysis Principal components analysis Multivariate analyse Principale-componentenanalyse Multivariate Analyse |
| url | https://onlinelibrary.wiley.com/doi/book/10.1002/9780470238004 |
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