Work

Dynamic Structural Equation Modeling: A Tutorial Using Stan repository

Year: 2026

Type: software

Abstract: This repository contains all code, data, and materials for the tutorial paper “Dynamic Structural Equation Modeling: a tutorial using Stan” by Jean-Paul Snijder-Steinhilber, Anna-Lena Schubert, and Andreas B. Neubauer. The paper shows applied researchers how to implement a bivariate multilevel cross-lagged DSEM directly in Stan. It builds the model in three steps (simple model, non-centered reparameterization, missing data as parameters) and adds two extensions: residual DSEM (RDSEM) and a binary within-person predictor. Results are validated against Mplus and the R package mlts on simulated data with known parameters, and against Mplus on an empirical micro-randomized mindfulness dataset. See readme. The preprint is available on PsyArXiv: [add DOI/link].

Source: Zenodo (CERN European Organization for Nuclear Research)

DOI: 10.5281/zenodo.23805284

Author: Snijder-Steinhilber, Jean-Paul

Institution: RWTH Aachen University

Language: English

Topic: Statistical Methods and Bayesian Inference

Subfield: Statistics and Probability

Field: Mathematics

Domain: Physical Sciences

Open Access status: green

OpenAlex ID: W7224765271

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