Power analysis by data simulation in R (Part IV)
Advanced topics and common pitfalls in mixed-effects models.
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Senior Scientist & Postdoc @ WU Vienna
I am a Postdoc researcher at the Institute for Cognition and Behavior at WU Vienna University of Economics and Business. My current position is supported by a special research area funding (SFB) from the Austrian Science Fund (FWF), focusing on incoherent belief systems and belief updating dynamics. I earned my PhD from Radboud University (2017-2023), focusing on confidence in value-based decision-making.
I am particularly interested in belief updating, the coherence of belief systems, and the cognitive processes underlying metacognitive judgments. I am also an enthusiast of Bayesian statistics, open science, open research methods (and open bars).
Investigating the dynamics of how people update their beliefs and the coherence of belief systems.
Investigating how confidence in value-based decisions is constructed and what it reflects.
Data simulation and power analysis for complex experimental designs.
Promoting transparent and reproducible research practices through Bayesian methods and open tools.
Liu, H., Quandt, J., Zhang, L., Kang, X., Blechert, J., van Lent, T., Holland, R. W., & Veling, H. (2025). Appetite, 208, 107950.
Quandt, J., Figner, B., Holland, R. W., Carere, M. T., Eversdijk, M., & Veling, H. (2025). Journal of Experimental Psychology: General.
Figner, B., Algermissen, J., Burghoorn, F. J., Chen, Z., Fenneman, J., Guo, M., ... (2024). D2P2 Lab, Radboud University.
Quandt, J., Figner, B., Holland, R. W., & Veling, H. (2022). Journal of Experimental Psychology: General, 151(4), 820.
Liu, H., Holland, R. W., Blechert, J., Quandt, J., & Veling, H. (2022). Cognition and Emotion, 36(5), 876-893.
Veling, H., Becker, D., Liu, H., Quandt, J., & Holland, R. W. (2022). Current Opinion in Behavioral Sciences, 47, 101206.
Chen, Z., Holland, R. W., Quandt, J., Dijksterhuis, A., & Veling, H. (2021). Judgment and Decision Making, 16(1), 201-237.
Veling, H., Chen, Z., Liu, H., Quandt, J., & Holland, R. W. (2020). Health Psychology Review, 14(2), 215-219.
Quandt, J., Holland, R. W., Chen, Z., & Veling, H. (2019). Journal of Experimental Psychology: Human Perception and Performance, 45(8), 1119.
Chen, Z., Holland, R. W., Quandt, J., Dijksterhuis, A., & Veling, H. (2019). Journal of Personality and Social Psychology, 117(4), 721.
WU Vienna University of Economics and Business, Institute for Cognition and Behavior
WU Vienna University of Economics and Business, Competence Center for Experimental Research
Radboud University, Behavioural Science Institute
Topic: Confidence in Value-Based Decisions and Evaluations and its Relation to the Variation in past Value-Relevant Experiences
Advanced topics and common pitfalls in mixed-effects models.
Read More →Handling non-normal distributions and complex error structures.
Read More →Deep dive into Mixed-Effects Models simulation.
Read More →Introduction to simulating data for power analysis in complex designs.
Read More →Feel free to reach out to me for collaborations, inquiries about my research, or just to say hi!