000 01433nam a2200205Ia 4500
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020 _a9780805859034
041 _aeng
082 _a519.535
_bSTE-A
100 _aStevens, James P.
_933591
245 _aApplied multivariate statistics for the social sciences /
_cby James P. Stevens
250 _a5th
260 _bRoutledge,
_c2009.
_aNew York:
300 _axii, 651
505 _a1. Introduction -- 2. Matrix Algebra -- 3. Multiple Regression -- 4. Two-Group Multivariate Analysis of Variance -- 5. K-Group MANOVA: A Priori and Post Hoc Procedures -- 6. Assumptions in MANOVA -- 7. Discriminant Analysis -- 8. Factorial Analysis of Variance -- 9. Analysis of Covariance -- 10. Stepdown Analysis -- 11. Exploratory and Confirmatory Factor Analysis -- 12. Canonical Correlation -- 13. Repeated Measures Analysis -- 14. Categorical Data Analysis: The Log Linear Model -- 15. Hierarchical Linear Modeling -- 16. Structural Equation Modeling.
520 _aSuitable for those who use, rather than develop statistical methods, this text focuses on a conceptual understanding of the material rather than on proving results. It stresses the importance of checking the data, assessing the assumptions, and ensuring adequate sample size by providing guidelines so that the results can be generalized.
650 _aGEN
_930524
942 _cBK