Studying Multivariate Change Using Multilevel Models and Latent Curve Models.

MacCallum, Robert C.; Kim, Cheongtag; Malarkey, William B.; Kiecolt-Glaser, Janice K.

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Peer reviewed

ERIC Number: EJ559021

Record Type: Journal

Publication Date: 1997

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ISSN: ISSN-0027-3171

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Studying Multivariate Change Using Multilevel Models and Latent Curve Models.

MacCallum, Robert C.; Kim, Cheongtag; Malarkey, William B.; Kiecolt-Glaser, Janice K.

Multivariate Behavioral Research, v32 n3 p215-53 1997

Methods for studying relationships between patterns of change on different variables are considered, showing how the multilevel modeling framework, often used to study univariate change, can be extended to the multivariate case to yield estimates of covariances of parameters representing aspects of change for different variables. (SLD)

Descriptors: Change, Estimation (Mathematics), Item Response Theory, Mathematical Models, Multivariate Analysis

Publication Type: Journal Articles; Reports - Evaluative

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Language: English

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