Open Access. Powered by Scholars. Published by Universities.®
Articles 1 - 2 of 2
Full-Text Articles in Education
Analysing Hierarchical Data With Multivariate Outcomes: Beyond Multilevel Regression Models, Siek Khoo
Analysing Hierarchical Data With Multivariate Outcomes: Beyond Multilevel Regression Models, Siek Khoo
Dr Siek Toon Khoo
Multilevel regression models are now well established and widely applied in analyses of hierarchical data – typically to account for variation in only one univariate response variable at level 1. However, many substantive research questions call for more complex models. For the analyses of hierarchical data with multivariate outcomes, multilevel mean and covariance structure modelling in the structural equation modelling framework offers great flexibility and modelling opportunities. This paper describes the basic concepts of two-level mean and covariance structure analysis of hierarchical data, and showcases application examples. The paper focuses on fitting possible models requiring multilevel applications and highlight: (a) …
Latent Growth Curve Modelling And Applications, Siek Khoo
Latent Growth Curve Modelling And Applications, Siek Khoo
Dr Siek Toon Khoo
No abstract provided.