Introduction to Multivariate Analysis:
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Boston, MA
Springer US
1980
|
| Schlagworte: | |
| Online-Zugang: | Volltext |
| Beschreibung: | This book provides an introduction to the analysis of multivariate data. It should be suitable for statisticians and other research workers who are familiar with basic probability theory and elementary inference, and also have a basic grounding in matrix algebra. The book should also be suitable as a text for undergraduate and postgraduate statistics courses on multivariate analysis. The book covers a wider range oftopics than some other books in this area. It deals with preliminary data analysis, principal component and factor analysis and traditional normal-theory material. It also covers cluster analysis and scaling techniques. In writing the book, we have tried to provide a reasonable blend of theory and practice, in contrast to much of the existing literature which concentrates on one or other aspect. Enough theory is given to introduce the concepts and to make the topics mathematically interesting. But we also discuss the use (and misuse) of the techniques in practice and present appropriate real-life examples. Although the book is primarily an introductory text, we have nevertheless added appropriate references for further reading, so that the reader may extend his studies if he wishes |
| Beschreibung: | 1 Online-Ressource (X, 246 p) |
| ISBN: | 9781489931849 9780412160301 |
| DOI: | 10.1007/978-1-4899-3184-9 |
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Datensatz im Suchindex
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| author | Chatfield, Christopher |
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| building | Verbundindex |
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| dewey-full | 519.5 |
| dewey-hundreds | 500 - Natural sciences and mathematics |
| dewey-ones | 519 - Probabilities and applied mathematics |
| dewey-raw | 519.5 |
| dewey-search | 519.5 |
| dewey-sort | 3519.5 |
| dewey-tens | 510 - Mathematics |
| discipline | Mathematik |
| doi_str_mv | 10.1007/978-1-4899-3184-9 |
| format | Electronic eBook |
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| id | DE-604.BV042421777 |
| illustrated | Not Illustrated |
| indexdate | 2024-07-10T01:21:09Z |
| institution | BVB |
| isbn | 9781489931849 9780412160301 |
| language | English |
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| physical | 1 Online-Ressource (X, 246 p) |
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| publishDate | 1980 |
| publishDateSearch | 1980 |
| publishDateSort | 1980 |
| publisher | Springer US |
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| spelling | Chatfield, Christopher Verfasser aut Introduction to Multivariate Analysis by Christopher Chatfield, Alexander J. Collins Boston, MA Springer US 1980 1 Online-Ressource (X, 246 p) txt rdacontent c rdamedia cr rdacarrier This book provides an introduction to the analysis of multivariate data. It should be suitable for statisticians and other research workers who are familiar with basic probability theory and elementary inference, and also have a basic grounding in matrix algebra. The book should also be suitable as a text for undergraduate and postgraduate statistics courses on multivariate analysis. The book covers a wider range oftopics than some other books in this area. It deals with preliminary data analysis, principal component and factor analysis and traditional normal-theory material. It also covers cluster analysis and scaling techniques. In writing the book, we have tried to provide a reasonable blend of theory and practice, in contrast to much of the existing literature which concentrates on one or other aspect. Enough theory is given to introduce the concepts and to make the topics mathematically interesting. But we also discuss the use (and misuse) of the techniques in practice and present appropriate real-life examples. Although the book is primarily an introductory text, we have nevertheless added appropriate references for further reading, so that the reader may extend his studies if he wishes Statistics Mathematical statistics Statistical Theory and Methods Statistik Multivariate Analyse (DE-588)4040708-1 gnd rswk-swf Multivariate Analyse (DE-588)4040708-1 s 1\p DE-604 Collins, Alexander J. Sonstige oth https://doi.org/10.1007/978-1-4899-3184-9 Verlag Volltext 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Chatfield, Christopher Introduction to Multivariate Analysis Statistics Mathematical statistics Statistical Theory and Methods Statistik Multivariate Analyse (DE-588)4040708-1 gnd |
| subject_GND | (DE-588)4040708-1 |
| title | Introduction to Multivariate Analysis |
| title_auth | Introduction to Multivariate Analysis |
| title_exact_search | Introduction to Multivariate Analysis |
| title_full | Introduction to Multivariate Analysis by Christopher Chatfield, Alexander J. Collins |
| title_fullStr | Introduction to Multivariate Analysis by Christopher Chatfield, Alexander J. Collins |
| title_full_unstemmed | Introduction to Multivariate Analysis by Christopher Chatfield, Alexander J. Collins |
| title_short | Introduction to Multivariate Analysis |
| title_sort | introduction to multivariate analysis |
| topic | Statistics Mathematical statistics Statistical Theory and Methods Statistik Multivariate Analyse (DE-588)4040708-1 gnd |
| topic_facet | Statistics Mathematical statistics Statistical Theory and Methods Statistik Multivariate Analyse |
| url | https://doi.org/10.1007/978-1-4899-3184-9 |
| work_keys_str_mv | AT chatfieldchristopher introductiontomultivariateanalysis AT collinsalexanderj introductiontomultivariateanalysis |