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- W3023302560 abstract "Response-time extended multinomial processing tree models (RT-MPT; Klauer and Kellen, Journal of Mathematical Psychology, 82, 111–130 2018) provide estimates of process-completion times for cognitive processes modeled by means of multinomial processing tree (MPT) models (Batchelder and Riefer, Psychonomic Bulletin & Review, 6, 57–86 1999). We present the R package rtmpt with which it is possible to fit RT-MPT models easily. The package is free and open source, it can be used with two established MPT syntaxes, and has a number of useful features, such as suppressing process-completion times for specific process outcomes, holding process probabilities constant, and changing some prior parameters. In the background of the R package, an altered version of the original C++ code is used for the MCMC sampling. We provide a guide to using rtmpt, validate the underlying hierarchical Bayesian algorithm of rtmpt using simulation-based calibration and show that previously reported results can be reproduced using rtmpt." @default.
- W3023302560 created "2020-05-13" @default.
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- W3023302560 date "2020-05-06" @default.
- W3023302560 modified "2023-09-29" @default.
- W3023302560 title "rtmpt: An R package for fitting response-time extended multinomial processing tree models" @default.
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- W3023302560 doi "https://doi.org/10.3758/s13428-019-01318-x" @default.
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