Exploratory and multivariate data analysis
With a useful index of notations at the beginning, this book explains and illustrates the theory and application of data analysis methods from univariate to multidimensional and how to learn and use them efficiently. This book is well illustrated and is a useful and well-documented review of the mos...
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| Main Author | |
|---|---|
| Format | Electronic eBook |
| Language | English |
| Published |
Boston :
Academic Press,
©1991.
|
| Series | Statistical modeling and decision science.
|
| Subjects | |
| Online Access | Full text |
| ISBN | 9780080923673 0080923674 1299536158 9781299536159 0123800900 9780123800909 |
| Physical Description | 1 online resource (xiii, 474 pages) : illustrations |
Cover
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| 008 | 101112s1991 maua ob 001 0 eng d | ||
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| 041 | 1 | |a eng |h fre | |
| 042 | |a dlr | ||
| 100 | 1 | |a Jambu, Michel. | |
| 240 | 1 | 0 | |a Exploration informatique et statistique des données. |l English |
| 245 | 1 | 0 | |a Exploratory and multivariate data analysis / |c Michel Jambu. |
| 260 | |a Boston : |b Academic Press, |c ©1991. | ||
| 300 | |a 1 online resource (xiii, 474 pages) : |b illustrations | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
| 338 | |a online resource |b cr |2 rdacarrier | ||
| 490 | 1 | |a Statistical modeling and decision science | |
| 504 | |a Includes bibliographical references a (pages 465-468) and indexes. | ||
| 506 | |a Plný text je dostupný pouze z IP adres počítačů Univerzity Tomáše Bati ve Zlíně nebo vzdáleným přístupem pro zaměstnance a studenty | ||
| 520 | |a With a useful index of notations at the beginning, this book explains and illustrates the theory and application of data analysis methods from univariate to multidimensional and how to learn and use them efficiently. This book is well illustrated and is a useful and well-documented review of the most important data analysis techniques. Key Features * Describes, in detail, exploratory data analysis techniques from the univariate to the multivariate ones * Features a complete description of correspondence analysis and factor analysis techniques as multidimensional statistical data analysis techniques, illustrated with concrete and understandable examples * Includes a modern and up-to-date description of clustering algorithms with many properties which gives a new role of clustering in data analysis techniques. | ||
| 505 | 0 | |a Machine derived contents note: Table of contents for Exploratory and multivariate data analysis / Michel Jambu. -- Bibliographic record and links to related information available from the Library of Congress catalog -- Information from electronic data provided by the publisher. May be incomplete or contain other coding. -- General Presentation. Statistical Data Exploration. 1-D Statistical Data Analysis. 2-D Statistical Data Analysis. N-D Statistical Data Analysis. Factor Analysis of Individuals-Variables Data Sets. Principal Components Analysis. 2-D Correspondence Analysis. N-D Correspondence Analysis. Classification of Individuals-Variables Data Sets. Classification and Analysis of Proximities Data Sets. Computer Aspects of Advanced Exploratory Data Analysis. Appendix 1: List of Notations. Appendix 2: Reference Data Sets. References. Author Index. Subject Index. Data Analysis News. -- Library of Congress subject headings for this publication: Mathematical statistics Data processing. | |
| 590 | |a Knovel |b Knovel (All titles) | ||
| 650 | 0 | |a Mathematical statistics |x Data processing. | |
| 655 | 7 | |a elektronické knihy |7 fd186907 |2 czenas | |
| 655 | 9 | |a electronic books |2 eczenas | |
| 776 | 0 | 8 | |i Print version: |a Jambu, Michel. |s Exploration informatique et statistique des données. English. |t Exploratory and multivariate data analysis. |d Boston : Academic Press, ©1991 |w (DLC) 90023003 |w (OCoLC)22703744 |
| 830 | 0 | |a Statistical modeling and decision science. | |
| 856 | 4 | 0 | |u https://proxy.k.utb.cz/login?url=https://app.knovel.com/hotlink/toc/id:kpEMDA0002/exploratory-and-multivariate?kpromoter=marc |y Full text |