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Handbook of Univariate and Multivariate Data Analysis with IBM SPSS
Handbook of Univariate and Multivariate Data Analysis with IBM SPSS
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The Handbook of Univariate and Multivariate Data Analysis with IBM SPSS, Second Edition, is a comprehensive guide to statistical tests and analysis, suitable for both newcomers and seasoned researchers in the social sciences. It covers new topics such as multiple discriminant analysis, logistic regression, and canonical correlation, and provides updated coverage of factor analysis, path analysis, and structural equation modeling.
Format: Paperback / softback
Length: 586 pages
Publication date: 21 January 2023
Publisher: Taylor & Francis Ltd
The Handbook of Univariate and Multivariate Data Analysis with IBM SPSS, Second Edition, is a comprehensive guide that employs the same accessible and hands-on approach as its predecessor, the bestselling Handbook of Univariate and Multivariate Data Analysis with IBM SPSS. This second edition expands its coverage to include more topics and has been updated to incorporate the latest version of the SPSS statistical package for Windows.
New to the Second Edition:
Three comprehensive chapters dedicated to multiple discriminant analysis, logistic regression, and canonical correlation
A dedicated section addressing the challenges of dealing with missing data
In-depth discussions on testing assumptions, such as linearity, outliers, normality, homogeneity of variance-covariance matrices, and multicollinearity
Expanded coverage of factor analysis, path analysis (test of the mediation hypothesis), and structural equation modeling
Suitable for both newcomers and seasoned researchers in the social sciences, the handbook provides a clear and concise guide to selecting the appropriate statistical test, executing a wide range of univariate and multivariate statistical tests using both the Windows and syntax methods, and interpreting the output results.
To assist readers in applying the statistical techniques discussed, the appendix includes SPSS syntax files that can be used to execute the statistical tests. Additionally, data sets employed in the examples are available on the book's CRC Press web page.
With its comprehensive coverage, practical insights, and user-friendly approach, The Handbook of Univariate and Multivariate Data Analysis with IBM SPSS, Second Edition, is an invaluable resource for anyone seeking to analyze and interpret data using statistical methods. Whether you are a social sciences student, researcher, or professional, this handbook will help you unlock the power of statistical analysis and make informed decisions based on empirical evidence.
Weight: 1080g
Dimension: 234 x 156 (mm)
ISBN-13: 9781032477442
Edition number: 2 ed
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