The goal of neuroUp is to perform empirical sample size determination and Bayesian updating for region of interest based task-related fMRI studies. For a more elaborate introduction to the method, see our paper:
Klapwijk, E. T., Jongerling, J., Hoijtink, H., & Crone, E. A. (2025). Sample size estimation for task-related functional MRI studies using Bayesian updating. Developmental Cognitive Neuroscience, 71, 101489. https://doi.org/10.1016/j.dcn.2024.101489
Run the following in R:
install.packages("neuroUp")Or you can install the latest development version of neuroUp from GitHub with:
install.packages("devtools")
devtools::install_github("eduardklap/neuroUp")Then run the following to get started:
library(neuroUp)To cite package neuroUp in publications use:
Klapwijk, E., Hoijtink, H., & Jongerling, J. (2024). neuroUp: Plan sample size for fMRI regions of interest research using Bayesian updating. https://doi.org/10.5281/zenodo.11526169