TY - BOOK AU - Everitt,Brian AU - Vehkalahti,Kimmo TI - Multivariate analysis for the behavioral sciences SN - 9780367656751 AV - HA31.35 .E94 2019 U1 - 519.535 VEH E 23 PY - 2019///] CY - Boca Raton PB - CRC Press, Taylor & Francis Group KW - Social sciences KW - Statistical methods KW - Multivariate analysis N1 - Earlier edition published as: Multivariable modeling and multivariate analysis for the behavioral sciences / [by] Brian S. Everitt; Includes bibliographical references (pages 385-399) and index; 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 ER -