Maarten Marsman
Department of Psychology, University of Amsterdam; Centre for Urban Mental Health, University of Amsterdam
Maarten Marsman is an associate professor in the Department of Psychology at the University of Amsterdam, where he is also affiliated with the Centre for Urban Mental Health. Marsman's research centers on Bayesian statistical methods and their application to psychological networks, including work on Markov random fields, the Ising model, and parameter estimation approaches such as maximum likelihood and pseudolikelihood. Much of this work addresses practical problems in network psychometrics, including model comparison using Bayes factors, prior sensitivity analysis, and the development of accessible computational tools for applied researchers.
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Publications in advances.in/psychology
Sensitivity analysis of prior distributions in Bayesian graphical modeling: Guiding informed prior choices for conditional independence testing
By Nikola Sekulovski, Sara Keetelaar, Jonas Haslbeck, & Maarten Marsman
Comparing maximum likelihood and maximum pseudolikelihood estimators for the Ising model
By Sara Keetelaar, Nikola Sekulovski, Denny Borsboom, & Maarten Marsman
Simplifying Bayesian analysis of graphical models for the social sciences with easybgm: A user-friendly R-package
By Karoline B. S. Huth, Sara Keetelaar, Nikola Sekulovski, Don van den Bergh, & Maarten Marsman
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