Practical multivariate analysis / Abdelmonem Afifi, Susanne May, Robin A. Donatello, Virginia A. Clark.
Material type:
TextSeries: Chapman & Hall/CRC texts in statistical science seriesPublisher: Boca Raton : CRC Press, Taylor & Francis Group, [2020]Edition: Sixth editionDescription: xv, 418 pages : illustrations ; 27 cmContent type: - text
- unmediated
- volume
- 9781138702226
- 519.5/35 23
- QA278.A33 2020
| Item type | Current library | Call number | Copy number | Status | Barcode | |
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KWUST-Main Library General Stacks | QA278.A33 2020 (Browse shelf(Opens below)) | C.1 | Available | 2023-0896 | |
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Books
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KWUST-Main Library General Stacks | QA278. A33 2020 (Browse shelf(Opens below)) | C.2 | Available | 2023-0897 |
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| QA276.45.R59 2019 Statistical computing with R / | QA 276.6 .L33 2018 Survey sampling methods | QA278.A33 2020 Practical multivariate analysis / | QA278. A33 2020 Practical multivariate analysis / | QA278.H35 2001 A primer of multivariate statistics / | QA278.H35 2001 A primer of multivariate statistics / | QA278.M85 2019 Multivariate data analysis / |
Includes bibliographical references and index.
What is multivariate analysis? -- Characterizing data for analysis -- Preparing for data analysis -- Data Visualization -- Data screening and transformations -- Selecting appropriate analyses -- Simple regression and correlation -- Multiple regression and correlation -- Variable selection in regression -- Special regression topics -- Discriminant analysis -- Logistic regression -- Regression analysis with survival data -- Principal components analysis -- Factor Analysis -- Cluster analysis -- Log-linear analysis -- Correlated outcomes regression.
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