10:15am
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11:45am |
Symposium: Causal inference beyond the standard settings
Location: Hörsaal 1a
Chair: Steffi Pohl
Causal inference beyond the standard settings
Chair(s): Steffi Pohl, Tim Kaiser
Presentations of the Symposium
Definition and Identification of Causal Ratio Effects
Christoph Kiefer, Axel Mayer
Asymmetric Confidence Intervals for Average Treatment Effects on Binary Outcomes Using Difference- and Ratio-Effect Specifications
Kevin Hoppe, Christoph Kiefer
Using Causal Attribution for Individualized Treatment Selection
Tim Kaiser, Stephen G. West, Steffi Pohl
Explaining Effect Heterogeneity: Using Causal Decomposition across Replication Studies
Steffi Pohl, Soojin Park, Peter Steiner
From Path Diagrams to Causal Graphs: A Structural Approach to Multilevel Models
Moritz Ketzer, Christian Gische, Manuel Voelkle
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Large Language Models
Location: Raum L 113
Chair: Rahel Franziska Geppert
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
Diagnostic evidence from graphical responses – using synthetic data for vision models
Sonja Hahn, Leon Hammerla, Ulf Kroehne
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Statistical Inference
Location: Raum L 115
Chair: Julien P. Irmer
A Simulation Study to Compare Inferential Properties when Modelling Ordinal Outcomes: The Case for the (Plain but Robust) Proportional Odds Model
Stefan Inerle, Markus Pauly, Moritz Berger
Relation Analysis - A new Approach to Logical and Statistical Analysis of Hypotheses and Data
Rainer Maderthaner
No Analytical Power Formula? No Problem. A General Model-Implied Simulation-Based Approach to Power Estimation for Likelihood Ratio Tests with Applications in Complex SEM
Julien P. Irmer, Manuel C. Voelkle
Post-selection inference in Linear Mixed Models
Anna Nikolei, Florian Scharf
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Differential Item Functioning and Parameter Instability
Location: Raum L 116
Chair: Farshad Effatpanah
Differential Item Functioning in Polytomous Diagnostic Classification Models: An Extension of the Sequential G-DINA Model
Farshad Effatpanah, Hamdollah Ravand, Olga Kunina-Habenicht, Wenchao Ma
A Local Nonparametric Framework for Detecting DIF Along a Continuous Covariate Across Diverse IRT Models
Tuo Liu, Aron Fink
Trend Estimation in Longitudinal Assessments: Comparing Concurrent Calibration, Item Parameter Drift Detection-Based Methods, Robust Linking, and Regularized Estimation
Oskar Engels, Oliver Lüdtke, Alexander Robitzsch
On the meaning of measurement invariance in social relations – confirmatory factor analysis for relative variance parameters
David Christopher Jendryczko, Fridtjof Wilhelm Nussbeck
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