@article{Singmann2025,

title = {Evaluating the Robustness of Parameter Estimates in Cognitive Models: A Meta-Analytic Review of Multinomial Processing Tree Models Across the Multiverse of Estimation Methods},

author = {Henrik Singmann and Daniel W Heck and Marius Barth and Edgar Erdfelder and Nina R Arnold and Frederik Aust and Jimmy Calanchini and Fabian E Gümüsdagli and Sebastian S Horn and David Kellen and Karl C. Klauer and Dora Matzke and Franziska Meissner and Martha Michalkiewicz and Marie Luisa Schaper and Christoph Stahl and Beatrice G. Kuhlmann and Julia Groß},

url = {http://singmann.org/download/publications/MPT-multiverse.pdf, accepted manuscript

https://osf.io/preprints/psyarxiv/sd4xp, preprint on OSF},

doi = {10.31234/osf.io/sd4xp},

year  = {2025},

date = {2025-03-01},

urldate = {2025-03-01},

journal = {Psychological Bulletin},

publisher = {PsyArXiv},

keywords = {hierarchical-Bayesian modeling, mathematical modeling, measurement models, Meta Analysis, MPT models, Statistics - Computation},

pubstate = {forthcoming},

tppubtype = {article}

}

@article{Trippas2018,

title = {Characterizing Belief Bias in Syllogistic Reasoning: A Hierarchical-Bayesian Meta-Analysis of ROC Data},

author = {Dries Trippas and David Kellen and Henrik Singmann and Gordon Pennycook and Derek J. Koehler and Jonathan A. Fugelsang and Chad Dubé},

url = {http://singmann.org/download/publications/Trippas-et-al.-2018-Characterizing-belief-bias-in-syllogistic-reasonin.pdf, published version

http://singmann.org/download/publications/trippas_kellen_singmann_et_al_submitted_online.pdf, accepted manuscript

https://osf.io/8dfyv/, data and modeling code},

year  = {2018},

date = {2018-12-01},

journal = {Psychonomic Bulletin & Review},

volume = {25},

number = {6},

pages = {2141–2174},

keywords = {hierarchical-Bayesian modeling, mathematical modeling, measurement models, Meta Analysis, Reasoning, Signal detection, syllogistic reasoning},

pubstate = {published},

tppubtype = {article}

}

@article{singmann_intuitive_2014,

title = {Intuitive Logic Revisited: New Data and a Bayesian Mixed Model Meta-Analysis},

author = {Singmann, Henrik and Klauer, Karl Christoph and Kellen, David},

url = {http://singmann.org/download/publications/singmann-klauer-kellen_2014.pdf, published article

http://singmann.org/download/publications/data-scripts/2014_singmann_kellen_klauer.zip, raw data and supplemental materials},

year  = {2014},

date = {2014-01-01},

journal = {PLoS ONE},

volume = {9},

number = {4},

pages = {e94223},

keywords = {Dual Process Models, Fluency, Intuition, Meta Analysis, Reasoning, replication, syllogistic reasoning},

pubstate = {published},

tppubtype = {article}

}