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dr. D. (Dora) Matzke

Faculty of Social and Behavioural Sciences

Visiting address
  • Nieuwe Achtergracht 129
  • Room number: 0.32
Postal address
  • Postbus 15906
    1001 NK Amsterdam
Contact details
  • Profile

    I am assistant professor at the Department of Psychological Methods and Statistics. I recieved my PhD (cum laude) in Mathematical Psychology in 2014 at the University of Amsterdam. My research focuses on formal models of response inhibition, multinomial processing tree models, and Bayesian inference. Currenlty I hold an Innovational Research Incentives Scheme Veni grant awarded by the NWO for the project "An integrated Bayesian framework for parameter estimation and hypothesis testing in process models of response inhibition."

    Key Publications

    • Matzke, D., Verbruggen, F., Logan, G. (in press). The stop-signal paradigm. Stevens' Handbook of Experimental Psychology and Cognitive Neuroscience, Fourth Edition, Volume Five: Methodology. John Wiley & Sons, Inc.
    • Matzke, D., Love, J., & Heathcote, A. (2017). A Bayesian approach for estimating the probability of trigger failures in the stop-signal paradigm. Behavior Research Methods, 49, 267-281. doi:10.3758/s13428-015-0695-8.
    • Vandekerckhove, J., Matzke, D., & Wagenmakers, E.-J. (2015). Model comparison and the principle of parsimony. In J. Busemeyer, J. Townsend, Z. J. Wang, & A. Eidels (Eds.), Oxford Handbook of Computational and Mathematical Psychology, pp. 300-319. Oxford: Oxford University Press.
    • Matzke, D., Dolan, C.V, Batchelder, W.H., & Wagenmakers, E.-J. (2015). Bayesian estimation of multinomial processing tree models with heterogeneity in participants and items. Psychometrika, 80, 205-235.
    • Matzke, D., Dolan, C.V, Logan, G.D., Brown, S.D., & Wagenmakers, E.-J. (2013). Bayesian parametric estimation of stop-signal reaction time distributions. Journal of Experimental Psychology: General, 142, 1047-1073.
    • Matzke, D., & Wagenmakers, E.-J. (2009). Psychological interpretation of the ex-Gaussian and shifted Wald parameters: A diffusion model analysis. Psychonomic Bulletin & Review, 16, 798-817.

     

    Website

    My personal page is located at:

    dora.erbe-matzke.com

  • Publications

    2019

    • Skippen, P., Matzke, D., Heathcote, A., Fulham, W. R., Michie, P., & Karayanidis, F. (2019). Reliability of triggering inhibitory process is a better predictor of impulsivity than SSRT. Acta Psychologica, 192, 104-117. DOI: 10.1016/j.actpsy.2018.10.016 [details]

    2018

    • Boehm, U., Annis, J., Frank, M. J., Hawkins, G. E., Heathcote, A., Kellen, D., ... Wagenmakers, E-J. (2018). Estimating across-trial variability parameters of the Diffusion Decision Model: Expert advice and recommendations. Journal of Mathematical Psychology, 87, 46-75. DOI: 10.1016/j.jmp.2018.09.004 [details]
    • Boehm, U., Marsman, M., Matzke, D., & Wagenmakers, E-J. (2018). On the importance of avoiding shortcuts in applying cognitive models to hierarchical data. Behavior Research Methods, 50(4), 1614-1631. https://doi.org/10.3758/s13428-018-1054-3 [details]
    • Sebastian, A., Forstmann, B. U., & Matzke, D. (2018). Towards a model-based cognitive neuroscience of stopping – a neuroimaging perspective. Neuroscience and Biobehavioral Reviews, 90, 130-136. DOI: 10.1016/j.neubiorev.2018.04.011 [details]
    • Wagenmakers, E-J., Marsman, M., Jamil, T., Ly, A., Verhagen, J., Love, J., ... Morey, R. D. (2018). Bayesian inference for psychology. Part I: Theoretical advantages and practical ramifications. Psychonomic Bulletin & Review, 25(1), 35-57. DOI: 10.3758/s13423-017-1343-3 [details]
    • Matzke, D., Boehm, U., & Vanderkerckhove, J. (2018). Bayesian inference for psychology. Part III: Parameter estimation in nonstandard models. Psychonomic Bulletin & Review, 25(1), 77-101. DOI: 10.3758/s13423-017-1394-5 [details]
    • Wagenmakers, E-J., Love, J., Marsman, M., Jamil, T., Ly, A., Verhagen, J., ... Morey, R. D. (2018). Bayesian inference for psychology. Part II: Example applications with JASP. Psychonomic Bulletin & Review, 25(1), 58-76. DOI: 10.3758/s13423-017-1323-7 [details]
    • Beek, T. F., Matzke, D., Pinto, Y., Rotteveel, M., Gierholz, A., Verhagen, A. J., ... Wagenmakers, E. M. (2018). Incidental Haptic Sensations May Not Influence Social Judgments: A Purely Confirmatory Replication Attempt of Study 1 by Ackerman, Nocera, and Bargh (2010). Journal of Articles in Support of the Null Hypothesis, 69-90.
    • Derks, K., Burger, J., van Doorn, J., Kossakowski, J. J., Matzke, D., Atticciati, L., ... Wagenmakers, E-J. (2018). Network Models to Organize a Dispersed Literature: The Case of Misunderstanding Analysis of Covariance. Journal of European Psychology Students, 9, 48-57. DOI: 10.5334/jeps.458 [details]
    • Matzke, D., Verbruggen, F., & Logan, G. D. (2018). The stop-signal paradigm. In J. T. Wixted, & E-J. Wagenmakers (Eds.), Stevens' Handbook of Experimental Psychology and Cognitive Neuroscience. - Volume 5: Methodology (4 ed., pp. 383-428). New York: Wiley. DOI: 10.1002/9781119170174.epcn510 [details]

    2017

    • Gronau, Q. F., Sarafoglou, A., Matzke, D., Ly, A., Boehm, U., Marsman, M., ... Steingroever, H. (2017). A tutorial on bridge sampling. Journal of Mathematical Psychology, 81, 80-97. DOI: 10.1016/j.jmp.2017.09.005 [details]
    • Krypotos, A-M., Blanken, T. F., Arnaudova, I., Matzke, D., & Beckers, T. (2017). A Primer on Bayesian Analysis for Experimental Psychopathologists. Journal of Experimental Psychopathology, 8(2), 140-157. DOI: 10.5127/jep.057316 [details]
    • Matzke, D., Hughes, M., Badcock, J. C., Michie, P., & Heathcote, A. (2017). Failures of cognitive control or attention? The case of stop-signal deficits in schizophrenia. Attention, Perception & Psychophysics, 79(4), 1078-1086. DOI: 10.3758/s13414-017-1287-8 [details]
    • Dutilh, G., Vandekerckhove, J., Ly, A., Matzke, D., Pedroni, A., Frey, R., ... Wagenmakers, E-J. (2017). A test of the diffusion model explanation for the worst performance rule using preregistration and blinding. Attention, Perception & Psychophysics, 79(3), 713-725. DOI: 10.3758/s13414-017-1304-y [details]
    • Matzke, D., Love, J., & Heathcote, A. (2017). A Bayesian approach for estimating the probability of trigger failures in the stop-signal paradigm. Behavior Research Methods, 49(1), 267-281. https://doi.org/10.3758/s13428-015-0695-8 [details]
    • Matzke, D., Ly, A., Selker, R., Weeda, W. D., Scheibehenne, B., Lee, M. D., & Wagenmakers, E-J. (2017). Bayesian inference for correlations in the presence of measurement error and estimation uncertainty. Collabra: Psychology, 3(1), [25]. DOI: 10.1525/collabra.78 [details]
    • Wagenmakers, E-J., Verhagen, J., Ly, A., Matzke, D., Steingroever, H., Rouder, J. N., & Morey, R. D. (2017). The need for Bayesian hypothesis testing in psychological science. In S. O. Lilienfeld, & I. D. Waldman (Eds.), Psychological Science under Scrutiny: Recent Challenges and Proposed Solutions (pp. 123-138). Chichester: Wiley Blackwell. DOI: 10.1002/9781119095910.ch8 [details]

    2016

    • Cramer, A. O. J., van Ravenzwaaij, D., Matzke, D., Steingroever, H., Wetzels, R., Grasman, R. P. P. P., ... Wagenmakers, E-J. (2016). Hidden multiplicity in exploratory multiway ANOVA: Prevalence and remedies. Psychonomic Bulletin & Review, 23(2), 640-647. DOI: 10.3758/s13423-015-0913-5 [details]

    2015

    • Love, J., Selker, R., Verhagen, J., Marsman, M., Gronau, Q. F., Jamil, T., ... Rouder, J. N. (2015). Software to sharpen your stats. APS Observer, 28(3), 27-29. [details]
    • Matzke, D., Nieuwenhuis, S., van Rijn, H., Slagter, H. A., van der Molen, M. W., & Wagenmakers, E-J. (2015). The effect of horizontal eye movements on free recall: A preregistered adversarial collaboration. Journal of Experimental Psychology. General, 144(1), e1-e15. DOI: 10.1037/xge0000038 [details]
    • Matzke, D., Dolan, C. V., Batchelder, W. H., & Wagenmakers, E-J. (2015). Bayesian estimation of multinomial processing tree models with heterogeneity in participants and items. Psychometrika, 80(1), 205-235. https://doi.org/10.1007/s11336-013-9374-9 [details]
    • Rotteveel, M., Gierholz, A., Koch, G., van Aalst, C., Pinto, Y., Matzke, D., ... Wagenmakers, E-J. (2015). On the automatic link between affect and tendencies to approach and avoid: Chen and Bargh (1999) revisited. Frontiers in Psychology, 6, [335]. https://doi.org/10.3389/fpsyg.2015.00335 [details]
    • Wagenmakers, E-J., Beek, T. F., Rotteveel, M., Gierholz, A., Matzke, D., Steingroever, H., ... Pinto, Y. (2015). Turning the hands of time again: a purely confirmatory replication study and a Bayesian analysis. Frontiers in Psychology, 6, [494]. https://doi.org/10.3389/fpsyg.2015.00494 [details]
    • Wagenmakers, E-J., Verhagen, J., Ly, A., Bakker, M., Lee, M. D., Matzke, D., ... Morey, R. D. (2015). A power fallacy. Behavior Research Methods, 47(4), 913-917. https://doi.org/10.3758/s13428-014-0517-4 [details]
    • van Elk, M., Matzke, D., Gronau, Q. F., Guan, M., Vandekerckhove, J., & Wagenmakers, E-J. (2015). Meta-analyses are no substitute for registered replications: a skeptical perspective on religious priming. Frontiers in Psychology, 6, [1365]. https://doi.org/10.3389/fpsyg.2015.01365 [details]
    • Nuijten, M. B., Wetzels, R., Matzke, D., Dolan, C. V., & Wagenmakers, E-J. (2015). A default Bayesian hypothesis test for mediation. Behavior Research Methods, 47(1), 85-97. https://doi.org/10.3758/s13428-014-0470-2 [details]
    • Vandekerckhove, J., Matzke, D., & Wagenmakers, E-J. (2015). Model comparison and the principle of parsimony. In J. R. Busemeyer, Z. Wang, J. T. Townsend, & A. Eidels (Eds.), The Oxford handbook of computational and mathematical psychology (pp. 300-319). (Oxford library of psychology). Oxford: Oxford University Press. [details]

    2014

    • de Groot, A. D., Wagenmakers, E-J., Borsboom, D., Verhagen, J., Kievit, R., Bakker, M., ... van der Maas, H. L. J. (2014). The meaning of "significance" for different types of research. Acta Psychologica, 148, 188-194. DOI: 10.1016/j.actpsy.2014.02.001 [details]

    2013

    • Matzke, D., Dolan, C. V., Logan, G. D., Brown, S. D., & Wagenmakers, E-J. (2013). Bayesian parametric estimation of stop-signal reaction time distributions. Journal of Experimental Psychology. General, 142(4), 1047-1073. DOI: 10.1037/a0030543 [details]
    • Matzke, D., Love, J., Wiecki, T. V., Brown, S. D., Logan, G. D., & Wagenmakers, E-J. (2013). Release the BEESTS: Bayesian Estimation of Ex-Gaussian STop-Signal reaction time distributions. Frontiers in Psychology, 4, [918]. https://doi.org/10.3389/fpsyg.2013.00918 [details]

    2011

    • Wetzels, R., Matzke, D., Lee, M. D., Rouder, J. N., Iverson, G. J., & Wagenmakers, E-J. (2011). Statistical evidence in experimental psychology: an empirical comparison using 855 t tests. Perspectives on Psychological Science, 6(3), 291-298. DOI: 10.1177/1745691611406923 [details]

    2010

    • Matzke, D., Dolan, C. V., & Molenaar, D. (2010). The issue of power in the identification of "g" with lower-order factors. Intelligence, 38(3), 336-344. DOI: 10.1016/j.intell.2010.02.001 [details]

    2009

    • Matzke, D., & Wagenmakers, E-J. (2009). Psychological interpretation of the ex-Gaussian and shifted Wald parameters: a diffusion model analysis. Psychonomic Bulletin & Review, 16(5), 798-817. DOI: 10.3758/PBR.16.5.798 [details]

    2018

    • Ly, A., Böhm, U., Heathcote, A., Turner, B. M., Forstmann, B., Marsman, M., & Matzke, D. (2018). A flexible and efficient hierarchical Bayesian approach to the exploration of individual differences in cognitive-model-based neuroscience. In A. A. Moustafa (Ed.), Computational Models of Brain and Behavior (pp. 467-480). Chichester: Wiley Blackwell. DOI: 10.1002/9781119159193.ch34 [details]

    2013

    • Bakker, M., Cramer, A. O. J., Matzke, D., Kievit, R. A., van der Maas, H. L. J., Wagenmakers, E-J., & Borsboom, D. (2013). Dwelling on the past. European Journal of Personality, 27(2), 120-144. DOI: 10.1002/per.1920 [details]

    Award

    • Matzke, D. (2016). Early Career Award from the Society for Experimental Psychology and Cognitive Science (Division 3 of the American Psych ological Association).
    • Matzke, D. (2015). Leamer-Rosenthal Prize for Open Social Science..
    • Matzke, D. (2015). Association for Psychological Science (APS) Rising Star 2015.
    • Matzke, D. (2015). VENI grant: Bayesiaanse aanpak voor cognitieve procesmodellen van responsinhibitie..

    Membership

    • Matzke, D. (2018-2022). Lid van De Jonge Akademie van de KNAW, De Jonge Akademie.

    Talk / presentation

    • Matzke, D. (speaker), Stephens, R. (speaker) & Hayes, B. (speaker) (15-11-2017). Disappearing dissociations in experimental psychology, Psychonomics.
    • Matzke, D. (invited speaker) (28-5-2016). A Bayesian approach for quantifying the contribution of trigger failures to response inhibition performance: Evidence for triggering deficiencies in schizophrenia., 28th APS Annual Convention, Chicago, USA.

    Others

    • van Doorn, J. B. (organiser), Gronau, Q. F. (organiser), Etz, A. (organiser), Matzke, D. (organiser), Ly, A. (organiser) & Morey, R. D. (organiser) (27-8-2018 - 28-8-2018). Theory and Practice of Bayesian Hypothesis Testing, Amsterdam, Netherlands. Together with Johnny van Doorn, Quentin Gronau, Alexander Ly, and Richard Morey, part of the organizing committee for the fourth annual two–day JASP (…) (organising a conference, workshop, ...).
    • Wagenmakers, E. M. (organiser), Matzke, D. (organiser), Lee, M. (organiser), Ly, A. (organiser), van Doorn, J. B. (organiser) & Gronau, Q. F. (organiser) (20-8-2018 - 24-8-2018). Eight Annual JAGS and WinBUGS Workshop: Bayesian Modeling for Cognitive Science (organising a conference, workshop, ...).
    • Forstmann, B. U. (organiser), Matzke, D. (organiser), van Maanen, L. (organiser) & Heathcote, A. (organiser) (30-7-2018 - 3-8-2018). Model-based Neuroscience Summer School (organising a conference, workshop, ...).
    • Wagenmakers, E. M. (organiser), Gronau, Q. F. (organiser), Ly, A. (organiser), van Doorn, J. B. (organiser) & Matzke, D. (organiser) (2017). Theory and Practice of Bayesian Hypothesis Testing: A JASP Workshop (organising a conference, workshop, ...).
    • Wagenmakers, E. M. (organiser), Ly, A. (organiser), Gronau, Q. F. (organiser), van Doorn, J. B. (organiser), Matzke, D. (organiser) & Lee, M. (organiser) (2017). Seventh Annual JAGS and WinBUGS Workshop: Bayesian Modeling for Cognitive Science (organising a conference, workshop, ...).
    • Forstmann, B. U. (organiser), Matzke, D. (organiser), Heathcote, A. (organiser), Hawkins, G. E. (organiser), van Maanen, L. (organiser) & de Hollander, G. (organiser) (31-7-2017 - 4-8-2017). Model-based Neuroscience Summer School (organising a conference, workshop, ...).
    • Jonas, K. J. (organiser) & Matzke, D. (organiser) (2016). Pre-Registration as a Research and Publication Method (organising a conference, workshop, ...).
    • Heathcote, A. (organiser), Brown, S. (organiser), Matzke, D. (organiser), Turner, B. (organiser), Hawkins, G. E. (organiser) & Bushmakin, M. (organiser) (2016). Bayesian Estimation of Evidence Accumulation Architectures in Neuroscience and Cognition, Boston, United States (organising a conference, workshop, ...).
    • Wagenmakers, E. M. (organiser), Matzke, D. (organiser), Selker, R. (organiser), van Doorn, J. B. (organiser) & Ly, A. (organiser) (2016). Theory and Practice of Bayesian Hypothesis Testing: A JASP Workshop (organising a conference, workshop, ...).
    • Wagenmakers, E. M. (organiser), Matzke, D. (organiser), Selker, R. (organiser), van Doorn, J. B. (organiser), Steingröver, H. M. (organiser), Lee, M. (organiser) & Ly, A. (organiser) (2016). Sixth Annual JAGS and WinBUGS Workshop: Bayesian Modeling for Cognitive Science (organising a conference, workshop, ...).
    • Wagenmakers, E.-J. (organiser), Matzke, D. (organiser) & Ly, A. (organiser) (2015). First Annual JASP Workhop: A Fresh Way to do Bayesian Statistics., Amsterdam (organising a conference, workshop, ...).
    • Wagenmakers, E.-J. (organiser), Lee, M. D. (organiser), Ly, A. (organiser) & Matzke, D. (organiser) (2015). Fifth Annual WinBUGS Workshop: Bayesian Modeling for Cognitive Science., Amsterdam (organising a conference, workshop, ...).
    • Wagenmakers, E.-J. (organiser), Tuerlinckx, F. (organiser) & Matzke, D. (organiser) (22-3-2015 - 28-3-2015). Erasmus-IP Seminar on Mathematical Psychology, Debrecen. Formal Models and Quantitative Methods for Psychology. (organising a conference, workshop, ...).
    • Wagenmakers, E.-J. (organiser), Lee, M. D. (organiser), Ly, A. (organiser), Matzke, D. (organiser), Steingroever, H. (organiser) & Verhagen, A. J. (organiser) (11-8-2014 - 15-8-2014). Fourth Annual WinBUGS Workshop: Bayesian Modeling for Cognitive Science., Amsterdam (organising a conference, workshop, ...).
    • Wagenmakers, E.-J. (organiser), Matzke, D. (organiser), Steingröver, H. M. (organiser) & Ly, A. (organiser) (12-8-2013 - 16-8-2013). WinBUGS Workshop: Bayesian Modeling for Cognitive Science., Amsterdam (organising a conference, workshop, ...).
    • Wagenmakers, E.-J. (organiser), Matzke, D. (organiser), Steingröver, H. M. (organiser) & Lee, M. (organiser) (2-7-2012 - 6-7-2012). Organisation of the workshop "Bayesian Modeling for Cognitive Science"., Amsterdam (organising a conference, workshop, ...).
    • Wagenmakers, E. M. (organiser), Wetzels, R. M. (organiser), Matzke, D. (organiser) & Lee, M. (organiser) (22-8-2011). Bayesian Modeling for Cognitive Science (organising a conference, workshop, ...).
    This list of publications is extracted from the UvA-Current Research Information System. Questions? Ask the library or the Pure staff of your faculty / institute. Log in to Pure to edit your publications. Log in to Personal Page Publication Selection tool to manage the visibility of your publications on this list.
  • Ancillary activities
    • No ancillary activities