Publications

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Submitted for Publication

Bechger, T.M., Maris, G.K.J., & Marsman, M. (2017). An asymptotically efficient sampler for bayesian inference in educational measurement.

Boehm, U., Marsman, M., Matzke, D., & Wagenmakers, E.-J. (2015). On the importance of avoiding shortcuts in modelling hierarchical data.

Hofman, A., Visser, I., Jansen, B., Marsman, M. & van der Maas, H.L.J. (2016). A tree-based IRT model: Disentangling fast and slow strategies in multiplication.

Ly, A., Raj, A., Marsman, M., Etz, A., & Wagenmakers, E.-J. (2017). Bayesian reanalyses from summary statistics: A guide for academic consumers.

Marsman, M., Waldorp, L., Dablander, F. & Wagenmakers, E-J. (2016). Bayesian estimation of explained variance in ANOVA designs.

van Doorn, J.B., Ly, A., Marsman, M., & Wagenmakers, E.-J. (2017). Bayesian estimation of Kendall’s Tau using a latent normal approach.

Waldorp, L.J., Marsman, M., & Maris, G.K.J (2016). Logistic regression and Ising networks: Prediction and estimation.

In press

Gronau, Q.F., Sarafoglou, A., Matzke, D., Boehm, U., Marsman, M., Leslie, D.S., Forster, J.J., Wagenmakers, E.-J., & Steingroever, H. (in press). A tutorial on Bridge Sampling. Journal of Mathematical Psychology.

Ly, A., Marsman, M. & Wagenmakers, E.-J. (in press). Analytic posteriors for Pearson’s correlation coefficient. Statistica Neerlandica.

Marsman, M., Borsboom, D., Kruis, J., Epskamp, S., van Bork, R., Waldorp, L.J., van der Maas, H.L.J. & Maris, G.K.J (in press). An introduction to Network Psychometrics: Relating Ising network models to item response theory models. Multivariate Behavioral Research.

van Doorn, J.B., Ly, A., Marsman, M. & Wagenmakers, E.-J. (in press). Bayesian inference for Kendall’s rank correlation coefficient. The American Statistician.

Wagenmakers, E.-J., Love, J., Marsman, M., Jamil, T., Ly, A., Verhagen, J., …, Morey, R.D. (in press). Bayesian Inference for psychology. Part II: Example applications with JASP. Psychonomic Bulletin & Review.

Wagenmakers, E.-J., Marsman, M., Jamil, T., Ly, A., Verhagen, J., Love, J., …, Morey, R.D. (in press). Bayesian inference for psychology. Part I: Theoretical advantages and practical ramifications. Psychonomic Bulletin & Review.

2017

Epskamp, S., Kruis, J., & Marsman, M. (2017). Estimating psychopathological networks: Be careful what you wish for. PloS One, 12(6), e0179891.

Jamil, T., Ly., A., Morey, R.D., Love, J., Marsman, M., & Wagenmakers, E.-J. (in press). Default “Gunel and Dickey” Bayes factors for contingency tablesBehavior Research Methods, 49, 638-652.

Jamil, T., Marsman, M., Ly, A., Morey, R.D., & Wagenmakers, E.-J. (2017). What are the odds? Modern relevance and Bayes factor solutions for MacAlister’s problem from the 1881 Educational Times. Educational and Psychological Measurement, 77(5), 819-830.

Lever, A.G., Ridderinkhof, R., Marsman, M., & Geurts, H.M. (2017). Reactive and proactive interference control in adults with autism spectrum disorder across the lifespan. Developmental Psychology, 53(2), 379-395. [doi]

Ly, A., Boehm, U., Heathcote, A., Turner, B.M., Forstmann, B., Marsman, M., & Matzke, D. (2017). 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). John Wiley & Sons.

Ly, A., Marsman, M., Verhagen, A.J., Grasman, R.P.P.P., & Wagenmakers, E.-J. (2017). A tutorial on Fisher Information. Journal of Mathematical Psychology, 80, 40-55.

Marsman, M., Maris, G., Bechger, T.M., & Glas, C.A.W. (2017). Turning simulation into estimation: Generalized exchange algorithms for exponential family models. PLoS One, 12(1), e0169787.

Marsman, M., Schönbrodt, F.D., Morey, R.D., Yao, Y., Gelman, A., & Wagenmakers, E-J. (2017). A Bayesian Bird’s Eye View of `Replications of Important Results in Social Psychology’. Royal Society Open Science, 4(160426). Correction: We reanalysed the data from 14 studies published in a special issue for Social Psychology. Even though we referred to each of these 14 studies in our figures, we failed to include all them in the reference list. The omitted references can be found in the correction here.

Marsman, M. & Wagenmakers, E.-J. (2017). Bayesian benefits with JASP.  European Journal of Developmental Psychology14(5), 545-555.

Marsman, M., & Wagenmakers, E.-J. (2017). Three insights from a Bayesian interpretation of the one-sided P value. Educational and Psychological Measurement, 77(3), 529-439.

Marsman, M., Waldorp, L.J. & Maris, G.K.J. (2017). A note on large-scale logistic prediction: Using an approximate graphical model to deal with collinearity and missing data. Behaviormetrika, 44(2), 513-534. 

van der Maas, H.L.J., Kan, K.-J., Marsman, M., & Stevenson, C.E. (2017). Network models for cognitive development and intelligence. Journal of Intelligence, 5(2).

2016

Marsman, M., Ly, A., Wagenmakers, E.-J. (2016). Four requirements for an acceptable research program.  Basic and Applied Social Psychology, 38(6), 308-312. [doi]

Marsman, M., Maris, G., Bechger, T. & Glas, C.A.W. (2016). What can we learn from Plausible Values? Psychometrika, 81(2), 274-289.

Schweinsberg, M., Madan, N., Vianello, M., Sommer, S., Jordan, J., Tierney, W., … Uhlmann, E. (2016). The pipeline project: Pre-publication independent replications of a single laboratory’s research pipeline. Journal of Experimental Social Psychology, 66, 55-67.

Tierney, W., Schweinsberg, M., Jordan, J., Kennedy, D., Qureshi, I., Sommer, S., … Uhlmann, E. (2016). Data from a pre-publication independent replication initiative examining ten moral judgement effects. Scientific Data, 3(160082).

2015

Love, J., Selker, R., Verhagen, J., Marsman, M., Gronau, Q.F., Jamil, T., …, Rouder, J.N. (2015). Software to sharpen your stats. Observer, 28.

Marsman, M., Maris, G., Bechger, T.M., & Glas, C.A.W. (2015). Bayesian inference for low-rank Ising networks. Scientific Reports, 5(9050).

2014

Fox, J.-P., Marsman, M., Mulder, J., & Verhagen, J. (2014). Complex latent variable modelling in educational assessment. Communications in Statistics — Simulation and Computation, 45(5), 1499-1510.

Marsman, M. (2014). Plausible Values in Statistical Inference (Unpublished doctoral thesis). University of Twente, Enschede, the Netherlands.

2012

Marsman, M., Maris, G., & Bechger, T.M. (2012). Don’t tie yourself to an onion: Don’t tie yourself to assumptions of normality. In T.H.J.M. Eggen and B.P. Veldkamp (Eds.), Psychometrics in Practice at RCEC (pp. 85-94). Enschede, the Netherlands: RCEC.

Roelofs, E., van Onna, M., Brookhuis, K., Marsman, M., & de Penning, L. (2012). Designing Developmentally Tailored Driving Assessment Tasks for Formative Purposes. In L. Dorn (Ed.), Driver Behavior and Training volume 5 (pp. 61-80). Burlington, USA: Ashgate Publishing Company.

2011

Marsman, M., Maris, G., Bechger, T.M., & Glas, C.A.W. (2011). A Conditional Composition Algorithm for Latent Regression (Measurement and Research Department Reports No. 11–02). Arnhem, the Netherlands: Cito.