Publications & Preprints

2025
Model Checking for Vector Autoregressive Models
J.M.B. Haslbeck, J. Jongerling, B.S. Siepe, S. Epskamp, L. Waldorp
(2025)
PsyArXiv Preprint
Preprint Code & Data
Introducing openESM: A database of openly available experience sampling datasets
B.S. Siepe, J.M.B. Haslbeck, M. Kloft, A. Büchner, Y. Zhang, E.I. Fried, D.W. Heck
(2025)
PsyArXiv Preprint
Preprint Code Website
Living synthetic benchmarks: A neutral and cumulative framework for simulation studies
F. Bartoš, S. Pawel, B.S. Siepe
(2025)
arXiv Preprint
Preprint Code & Data
A methodological metamorphosis: The rapid rise of Bayesian inference and open science practices in psychology
J.M. Pfadt, F. Bartoš, H.R. Godmann, ... B.S. Siepe, ... K. de Wit, J. Wuth, E.-J. Wagenmakers
(2025)
PsyArXiv Preprint
Preprint Code & Data Preregistration
Using features of dynamic networks to guide treatment selection and outcome prediction: The central role of uncertainty
B.S. Siepe, M. Kloft, Y. Zhang, F. Petersen, L.F. Bringmann, D.W. Heck
(2025)
PsyArXiv Preprint
Preprint Code & Data
Exploring the predictive value of different affect dynamics for psychological treatment outcome
M.I. Hehlmann, B. Siepe, F. Mink, J.S. Peña Loray, J.M. Gomez Penedo, J. Fritz, D. Moggia, J.A. Rubel, W. Lutz
(2025)
Psychological Assessment, 37(11), 656–669
Paper Code & Data
The Interval Consensus Model: Aggregating Continuous Bounded Interval Responses
M. Kloft, B.S. Siepe, D.W. Heck
(2025)
Psychometrika (Advance Online Publication)
Paper Preprint Code & Data
Handling Missingness, Failures, and Non-Convergence in Simulation Studies: A Review of Present Practices and Recommendations
S. Pawel, F. Bartoš*, B.S. Siepe*, A. Lohmann*
(2025)
The American Statistician
Paper Preprint Code & Data
Associations between ecological momentary assessment and passive sensor data in a large student sample
B.S. Siepe, R. Tutunji, C.L. Rieble, R.K.K. Proppert, E.I. Fried
(2025)
Journal of Psychopathology and Clinical Science, 134(8), 912–925
Paper Preprint Code
Multiverse analysis for dynamic network models: Investigating the influence of plausible alternative modeling choices
B.S. Siepe, D.W. Heck
(2025)
Methodology, 21(2), 123–143
Paper Preprint Code & Data Preregistration Shiny App
Accuracy and Consistency of Visual Analog Scales in Ecological Momentary Assessment and Digital Studies
L. Cloos♱, B.S. Siepe♱, M. Piccirillo, E.I. Fried, S.B. Wang, M.A. Helmich, S.U. Johnson, A. Hoffart, O.V. Ebrahimi
(2025)
Collabra: Psychology, 11(1): 142735
Paper Preprint Code & Synthetic Data
Understanding EMA Data: A Tutorial on Exploring Item Performance in Ecological Momentary Assessment Data
B.S. Siepe, C.L. Rieble, R. Tutunji, A. Rimpler, J. März, R.K.K. Proppert, E.I. Fried
(2025)
Advances in Methods and Practices in Psychological Science, 8(1)
Paper Code & Synthetic Data
Unravelling the dynamics of language learning: Insights from temporal network analysis
L. Freeborn, B.S. Siepe
(2025)
In Lowie, Rosmawati, & De Wilde (Eds.), Research Methods in Applied Linguistics (Vol. 14, pp. 143–166). John Benjamins Publishing Company
Chapter
A Robustness Reproduction of Cox et al. (2023)
B.S. Siepe, M. Kloft, S.C. Aktepe, D.W. Heck
(2025)
I4R Discussion Paper Series No. 196
Report Code & Data
2024
Simulation Studies for Methodological Research in Psychology: A Standardized Template for Planning, Preregistration, and Reporting
B.S. Siepe, F. Bartoš, T.P. Morris, A. Boulesteix, D.W. Heck, S. Pawel
(2024)
Psychological Methods (Advance Online Publication)
Paper Preprint Code & Data Preregistration
Bayesian Estimation and Comparison of Idiographic Network Models
B.S. Siepe, D.W. Heck
(2024)
Psychological Methods (Advance Online Publication)
Paper Preprint Code & Data
Time-Varying Network Models for the Temporal Dynamics of Depressive Symptomatology in Patients With Depressive Disorders: Secondary Analysis of Longitudinal Observational Data
B.S. Siepe, C. Sander, M. Schultze, A. Kliem, S. Ludwig, U. Hegerl, H. Reich
(2024)
JMIR Mental Health, 11:e50136
Paper Code Preregistration
Psychological flexibility and cognitive-affective processes in young adults' daily lives
M. Westhoff, S. Heshmati, B.S. Siepe, C. Vogelbacher, J. Ciarocchi, S.C. Hayes, S.G. Hofmann
(2024)
Scientific Reports, 14, 8182
Paper Code & Data
A Template and Tutorial for Preregistering Studies Using Passive Smartphone Measures
A. Langener, B.S. Siepe, M.M. Elsherif, K. Niemeijer, P.K. Andresen, S. Akre, ... N.C. Jacobson
(2024)
Behavior Research Methods (Advance Online Publication)
Paper Preprint
Introducing FRED: Software for Generating Feedback Reports for Ecological Momentary Assessment Data
A. Rimpler, B.S. Siepe, C.L. Rieble, R.K.K. Proppert, E.I. Fried
(2024)
Administration and Policy in Mental Health and Mental Health Services Research, 1-11
Paper Code Shiny App
2022
An exploratory study on how attachment classifications manifest in group psychotherapy
A. Talia, A. Georg, B.S. Siepe, S. Gullo, M. Miller-Bottome, J. Volkert, S. Taubner
(2022)
Research in Psychotherapy: Psychopathology, Process and Outcome, 25(3), 286-298
Paper

♱ Note: Shared first authorship. * Note: Shared second authorship.