v0.6 (August, 2021)

removes a reference to figure 9 to comply with editor request

v0.5 (August, 2021)

• Minor formatting and content edits requested by editor
• Corrects multi-page issue with Figure 3

v0.4 (August, 2021)

• Formatting edits for Nature Communication
• Added Source Data

v0.3 (June, 2021)

• New and improved approach to generating synthetic data with known dynamic high-order correlations
• New analyses of how well we can recover ground truth dynamic high-order correlations under a variety of data set conditions (e.g., different dynamic patterns, dataset sizes, numbers of features, etc.)
• Added clarifications and additional descriptions to the paper, as requested by peer review

v0.2 (November, 2020)

We have added additional analyses to more rigorously test our ability to recover high-order dynamic correlations in synthetic data. We have also added new analyses to clarify additional properties of high-order dynamic correlations in fMRI data. Finally, we have made minor adjustments throughout the manuscript to improve clarity and accuracy, and to cite new relevant work.

v0.1 (September, 2019)

Initial submission of paper (and supporting code)