Essentials of multivariate data analysis / Neil H. Spencer.
Material type:
TextPublication details: Boca Raton : CRC Press, c2014.Description: xiv, 172 p. : illustrations ; 22 cmISBN: - 9781466584785 (pbk. : alk. paper)
- 000SA.07 23 Sp745
| Item type | Current library | Call number | Status | Date due | Barcode | Item holds | |
|---|---|---|---|---|---|---|---|
| Books | ISI Library, Kolkata | 000SA.07 Sp745 (Browse shelf(Opens below)) | Available | 136378 |
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| 000SA.07 R888 Some aspects of multivariate analysis/ | 000SA.07 Se476 Advances in multivariate statistical methods | 000SA.07 Sh562 Calculus and analysis in Euclidean space / | 000SA.07 Sp745 Essentials of multivariate data analysis / | 000SA.07 T136 Constrained principal component analysis and related techniques / | 000SA.07 Up71 Categorical data analysis by example / | 000SA.07 Z53 Applied multivariate statistics with R / |
Includes bibliographical references and index.
1. Frequently asked questions --
2. Graphical presentation of multivariate data --
3. Multivariate tests of significance --
4. Factor analysis --
5. Cluster analysis --
6. Discriminant analysis --
7. Multidimensional scaling --
8. Correspondence analysis--
References--
Index.
This book provides an overview at an introductory level of several methods in multivariate data analysis. It contains in-depth examples from one data set woven throughout the text, and a free [Excel] Add-In to perform the analyses in Excel, with step-by-step instructions provided for each technique. ... could be used as a text (possibly supplemental) for courses in other fields where researchers wish to apply these methods without delving too deeply into the underlying statistics.
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