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A latent factor linear mixed model for high-dimensional longitudinal data analysis

โœ Scribed by An, Xinming; Yang, Qing; Bentler, Peter M.


Book ID
120274079
Publisher
John Wiley and Sons
Year
2013
Tongue
English
Weight
141 KB
Volume
32
Category
Article
ISSN
0277-6715

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This paper describes robust procedures for estimating parameters of a mixed e!ects linear model as applied to longitudinal data. In addition to "xed regression parameters, the model incorporates random subject e!ects to accommodate between-subjects variability and autocorrelation for within-subject