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๐Ÿ“

Computer-Aided Multivariate Analysis

โœ Scribed by A. A. Afifi, V. Clark (auth.)

Publisher
Springer US
Year
1996
Tongue
English
Leaves
470
Category
Library
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โœฆ Table of Contents


Content:
Front Matter....Pages i-xxi
Front Matter....Pages 1-1
What is multivariate analysis?....Pages 3-11
Characterizing data for future analyses....Pages 12-20
Preparing for data analysis....Pages 21-47
Data screening and data transformation....Pages 48-70
Selecting appropriate analyses....Pages 71-81
Front Matter....Pages 83-83
Simple linear regression and correlation....Pages 85-123
Multiple regression and correlation....Pages 124-165
Variable selection in regression analysis....Pages 166-196
Special regression topics....Pages 197-224
Front Matter....Pages 225-225
Canonical correlation analysis....Pages 227-242
Discriminant analysis....Pages 243-280
Logistic regression....Pages 281-305
Regression analysis using survival data....Pages 306-329
Principal components analysis....Pages 330-353
Factor analysis....Pages 354-380
Cluster analysis....Pages 381-409
Log-linear analysis....Pages 410-442
Back Matter....Pages 443-455

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