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stat.ME2026
Efficient Bayesian Estimation of Dynamic Structural Equation Models via State Space Marginalization
Øystein Sørensen
Dynamic structural equation models (DSEMs) combine time-series modeling of within-person processes with hierarchical modeling of between-person differences and differences between…
stat.ME2021★ 16 cited
Longitudinal modeling of age-dependent latent traits with generalized additive latent and mixed models
Øystein Sørensen, Anders M. Fjell, Kristine B. Walhovd
We present generalized additive latent and mixed models (GALAMMs) for analysis of clustered data with responses and latent variables depending smoothly on observed variables. A sca…