Everitt, Brian creator author. Vehkalahti, Kimmo author. text bibliography flu 2019 Second edition. monographic eng

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xxi, 415 pages ; 25 cm 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. Kimmo Vehkalahti, Brian S. Everitt. 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. Social sciences Statistical methods Multivariate analysis HA31.35 .E94 2019 519.535 VEH E 9780367656751 2018041904 DLC 180904 20221221104905.0 20655455 eng