Agent-Based Model on a Quantum Computer

Rahel Franziska Geppert, Hedwig Körfgen, Sabine Tornow

From Text to Context: Conversational Large Language Models as Automated Data Extraction Tools

Isabel Mertins, Fridtjof Petersen, Laura F. Bringmann

Can AI Judge Like Humans? A Psychometric Framework

Aaron Petrasch

Diagnostic evidence from graphical responses – using synthetic data for vision models

Sonja Hahn, Leon Hammerla, Ulf Kroehne

Improving Dynamic Modeling of Intensive Longitudinal Data

Chair(s): Sofia Morelli, Kento Okuyama, Holger Brandt

Presentations of the Symposium

Recent Developments in ctsem -- Heterogeneity Across and Within Subjects, Misfit, Dimensionality

Charles Driver

Combining Factor Scores and G-estimation to Handle Unmeasured Confounding in Latent Mediation Analysis

Sofia Morelli, Roberto Faleh, Holger Brandt

Model fit evaluation in Dynamic Structural Equation Models

Kim Zierahn, Mihai Faculsan, Nikita Saprinsky, Holger Brandt

Meta-Learning Approaches for improving misfit detection in Dynamic Structural Equation Models

Luca Neduchal, Kento Okuyama, Holger Brandt

Time-series forecasting in dynamic structural equation models under model uncertainty: Bayesian model stacking approach

Kento Okuyama, Luca Neduchal, Holger Brandt

Level-specific reliability coefficients from the perspective of latent state-trait theory

Lennart Nacke, Axel Mayer

Estimating trait negative emotion differentiation: How many measurement occasions and emotion items are needed?

Sabrina Ecker, Esther Ulitzsch, Tanja Lischetzke

Dynamic Systems Approaches for Satisfaction and Affect Panel Data -- Some Complications

Michael Aristodemou, Charles C Driver

Comparing modeling strategies for intensive longitudinal data within the Latent State-Trait framework – an example using students’ fatigue

Denny Kerkhoff, Axel Mayer

Trajectories of Early Prosocial Behavior: A Comparison of Model- and Algorithm-Based Clustering

Tiago Ferreira, Filipa Nunes, Jorge Valente, Patrício Costa

No gender-specific biases in student teaching evaluations at the HSPV NRW

Stefan Hollenberg, Markus Seyfried, Judith Heße-Husain, Ines Zeitner

Well–Being Trajectories and Social Resources during Late-Life Transitioning to Singlehood: A Synthetic Control Study

Urmimala Ghose, Rinseo Park, Jacqui Smith, Denis Gerstorf, Nilàm Ram

Unraveling the Etiology of Burnout: Advancing Causal Insights with Longitudinal Within-Person Designs

Lucas Maunz, Jürgen Glaser

Towards a Clearer Understanding of Causal Estimands: The Importance of Joint Effects in Longitudinal Designs with Time-Varying Treatments

Lukas Junker, Ramona Schödel, Florian Pargent

Estimating Causal Effects of Time-Varying Treatments in Latent State-Trait Models for Intensive Longitudinal Data

Fabian Felix Münch, Jana Holtmann, Tobias Koch

Combining Factor Scores and G-estimation to Handle Unmeasured Confounding in Latent Mediation Analysis

Sofia Morelli, Roberto Faleh, Holger Brandt

Time Aggregation and Missing Time Frames in Causal Research With Panel Data

Jeroen D. Mulder, Manuel C. Voekle, Ellen L. Hamaker

MAGMA – A multi-group matching algorithm and a framework to evaluate balance

Julian Urban, Markus Daniel Feuchter, Franzis Preckel

Doubly Protective or Doubly Fragile? A Comparison of Doubly Robust Approaches for Estimating Average Treatment Effects

Jingyu Zhang, Oliver Lüdtke, Alexander Robitzsch

Targeted Maximum Likelihood Estimation for Causal Inference with Observational Data - The Example of Private Tutoring

Christoph Jindra, Karoline A. Sachse

A powerful arsenal of theory-building tools, or just hopelessly lost in 'modeling'? A look at structural equation models from a perspective of scientific logic.

Andreas Klein