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On Aggregation Invariance of Multinomial Processing Tree Models
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Description: Reproducible R code for simulations, analysis, and figures reported in Erdfelder, E., Quevedo Pütter, J., & Schnuerch, M. (2023). On aggregation invariance of multinomial processing tree models.
Multinomial processing tree (MPT) models are prominent and frequently used tools to model and measure cognitive processes underlying responses in many experimental paradigms. Although MPT models typically refer to cognitive processes within single individuals, they have often been applied to group data aggregated across individuals. We investigate the conditions under which MPT analyses of aggrega…
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Components
Simulation scripts
Reproducible R code for simulations of the 3- and 4-parameter versions of the Pair Clustering MPT model
Analysis & Figures
Reproducible R code for analyses and figures appearing in main text and supplemental materials
Data
All data from simulations of the 3- and 4-parameter pair clustering model
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