38 citations · 38 across the 3 of their papers we have counts for
3 papers
A Hybrid NUTS-Gibbs Sampler with State Space Marginalization for Estimation of Dynamic Structural Equation Models with Binomial Outcomes
Øystein Sørensen, Ethan M. McCormick
Dynamic structural equation modeling (DSEM) is widely used for analyzing intensive longitudinal data (ILD). Although many ILD have categorical (Bernoulli or binomially distributed)…
A Semiparametric Nonlinear Mixed Effects Model with Penalized Splines Using Automatic Differentiation
Matteo D'Alessandro, Magne Thoresen, Øystein Sørensen
We present an estimation procedure for nonlinear mixed-effects models in which the population trajectory is represented by penalized splines and adapted to individuals via subject-…
Meta-Analysis of Generalized Additive Models in Neuroimaging Studies
Øystein Sørensen, Andreas M Brandmaier, Dídac Macià +7
Analyzing data from multiple neuroimaging studies has great potential in terms of increasing statistical power, enabling detection of effects of smaller magnitude than would be pos…