https://osorensen.no/tags/nuts/Recent content in NUTS on Øystein SørensenHugoenWed, 25 Mar 2026 00:00:00 +0000https://osorensen.no/papers/paper16/Wed, 25 Mar 2026 00:00:00 +0000https://osorensen.no/papers/paper16/This paper presents a hybrid sampler – alternating between one step of the No-U-Turn Sampler (NUTS) and one Gibbs step – for estimating dynamic structural equation models with binomial outcomes. The Gibbs step handles Pólya-Gamma distributed latent variables arising from a logit link, and the NUTS step uses a Kalman filter to marginalize over latent states. We demonstrate that the proposed sampler makes DSEM estimation with binomial data feasible for larger data and models than previously possible. arXiv preprint.