Overview and details of the sessions of this conference. Please select a date or location to show only sessions at that day or location. Please select a single session for detailed view (with abstracts and downloads if available).
10:15am 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
2:30pm Heterogeneity Location: Raum L 115 Chair: Manuel Arnold
Title: As Easy as It Gets: Exploring Parameter Heterogeneity with Individual Parameter Contribution Regression
Manuel Arnold, Julien Patrick Irmer, Manuel C. Voelkle
Reasoning with conditionals: A Bayesian latent-mixture model
Nicole Cruz, Michael Lee
Covariate-informed classification of qualitative individual differences with Bayesian hierarchical latent-mixture models
Selina Zajdler, Jeffrey N. Rouder, Martin Schnuerch
Score-Based Tests for Parameter Instability in Ordinal Factor Models
Franz Leon Classe, Rudolf Debelak, Christoph Kern
9:00am Methodological challenges in educational and clinical context Location: Raum L 115 Chair: Talha Sajjad
Heterogeneity of Effects in Teaching Quality Research: Investigating the Influence of Operationalization
Talha Sajjad, Johannes Hartig, Thomas Lösch, Carmen Köhler
Prediction Rule Ensembles for Educational Data Mining in Large-Scale Assessments
Kristoph Schumann, Karoline Sachse
Methods for Modeling Phase Transitions in Longitudinal Networks in the Behavioral Sciences: An Overview
Jonas Petter, Lea Schumacher, Talea Sibum, Levente Kriston
Individual Differences in Careless Responding in Ambulatory Assessment: A Multilevel Latent Class Approach in Individuals With and Without Chronic Pain
Malin Müller, Marcel Schmitt, Lea Schemer, Ulrike Basten, Julia Glombiewski, Julia Karbach, Tanja Könen, Tanja Lischetzke
1:30pm Missing data Location: Raum L 115 Chair: Kai Jannik Nehler
Network analysis with ordinal data: a neighborhood selection approach
Kai Jannik Nehler, Martin Schultze
Addressing Missing Data in Accelerometer Studies: Evaluating the Performance of Imputation Methods for Longitudinal Data
Noemi Berliner, Fridtjof W. Nussbeck, Maik Bieleke, Julia Schüler
Predicting Dropout in Intensive Longitudinal Data: Extending the Joint Model for Autocorrelated Data
Fridtjof Petersen, Laura F. Bringmann, Dimitris Rizopoulos
Multiple imputation of multilevel data with single-level models: A fully conditional specification approach using adjusted group means
Simon Grund, Oliver Lüdtke, Alexander Robitzsch
3:30pm Software Location: Raum L 115 Chair: Kenneth Koslowski
mlts – An open-source R-package for estimation of multilevel latent time series models
Kenneth Koslowski, Fabian Felix Münch, Tobias Koch, Jana Holtmann
latent: an R package for fast and general Latent Variable Modeling in R
Marcos Jiménez, Mauricio Garnier-Villarreal, Vithor R. Franco
StructuralEquationModels.jl: a Julia Package for Extensible and Efficient Structural Equation Modeling
Maximilian Stefan Ernst, Andreas Markus Brandmaier, Aaron Peikert
StatsQuest: The Inferential Statistics Adventure
Andreas Markus Brandmaier
9:00am Meta-Analysis and Multiverse-Analysis Location: Raum L 115 Chair: Julian Lohmann
A Comparison of Different Approaches for Estimating Study-Level Moderation Effects in Meta-Analytic Structural Equation Modeling
Julian F. Lohmann, Oliver Lüdtke, Alexander Robitzsch
MetaEGM - Combining Evidence Gap Maps and Meta-Analysis
Julian Gregor Scherhag, Michael Bosnjak
Prediction Intervals for Meta-Analysis using Combined P-value Functions
David Kronthaler, Leonhard Held
Reliability Multiverse Analyses: Chances & Challenges
Mario Reutter
1:30pm Open science Location: Raum L 115 Chair: Aaron Peikert
Prediction is All You Need to Demand Open and Transparent Science
Aaron Peikert
Must have my walking stick 'cause it may rain: Exploring and exploiting rating scale restrictions via Bernoulli-formalization
Jens Hendrik Fünderich
Simulation studies for methodological research: Status quo, problems, and potential solutions
Björn S. Siepe, František Bartoš, Samuel Pawel
Sequential Designs for Efficient Replications: A Systematic Evaluation
Dennis Kondzic, Robert Miller, Steffi Pohl