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Multivariate Analysis for the Behavioral Sciences, Second Edition
ISBN-13:
9781351202251
Veröffentl:
2018
Seiten:
437
Autor:
Kimmo Vehkalahti
eBook Typ:
EPUB
eBook Format:
EPUB
Kopierschutz:
2 - DRM Adobe
Sprache:
Englisch
Beschreibung:
Multivariate Analysis for the Behavioral Sciences, Second Edition is designed to show how a variety of statistical methods can be used to analyse data collected by psychologists and other behavioral scientists.
1. Data, Measurement, and Models. 2. Looking at Data. 3. Simple Linear and Locally Weighted Regression. 4.Multiple Linear Regression. 5. Generalized Linear Models. 6. Applying Logistic Regression. 7. Survival Analysis. 8. Analysis of Longitudinal Data I: Graphical Displays and Summary Measure Approach. 9. Analysis of Longitudinal Data II: Linear Mixed Effects Models for Normal Response Variables. 10. Analysis of Longitudinal Data III: Non-Normal Responses. 11. Missing Values. 12. Multivariate Data and Multivariate Analysis. 13. Principal Components Analysis. 14. Multidimensional Scaling and Correspondence Analysis. 15. Exploratory Factor Analysis. 16. Confirmatory Factor Analysis and Structural Equation Models. 17. Cluster Analysis. 18 Grouped Multivariate Data.
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