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Multivariate Behavioral…2
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Algina, James1
Keselman, H. J.1
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McDonald, Roderick P.1
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A Comparison of Data Analysis Strategies for Testing Omnibus Effects in Higher-Order Repeated Measures Designs.
Peer reviewed Peer reviewed
Keselman, H. J.; Algina, James; Kowalchuk, Rhonda K. – Multivariate Behavioral Research, 2002
Reviews methods for analyzing repeated measures data in addition to the conventional and corrected degrees of freedom univariate and multivariate solutions. Reviews the literature regarding recent procedures with respect to robustness, ability to handle missing data, and availability of software to obtain numerical results. (SLD)
Descriptors: Comparative Analysis, Computer Software, Data Analysis, Robustness (Statistics)
The Structural Analysis of Multivariate Data: A Sketch of a General Theory.
Peer reviewed Peer reviewed
McDonald, Roderick P. – Multivariate Behavioral Research, 1979
Two major and two minor principles are shown to serve to generate a large number of multivariate models, including canonical analysis, factor analysis, and latent trait test theory. The statistical underpinnings of the theory are discussed. (Author/JKS)
Descriptors: Analysis of Variance, Data Analysis, Factor Analysis, Mathematical Models