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, FL : CRC Press, [2020]Edition: Sixth editionDescription: pages cmContent type:- text
- unmediated
- volume
- 9781138702226
- 519.5/35 23 AFI
- QA278 .A33 2020
Item type | Current library | Call number | Status | Date due | Barcode | |
---|---|---|---|---|---|---|
Book | Indian Institute of Management Visakhapatnam - Andhra University | 519.535 AFI (Browse shelf(Opens below)) | Available | 001549 |
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519.50285554 LEV Statistics for managers: using Microsoft Excel | 519.5068 LEV Statistics for management / | 519.53 A beginner's guide to structural equation modeling / | 519.535 AFI Practical multivariate analysis / | 519.535 ALD Cluster Analysis, Series: Quantitative Applications in the Social Sciences | 519.535 BAR Analysis of multivariate social science data / | 519.535 BYR Structural equation modeling with AMOS : basic concepts, applications, and programming |
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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