Data as objects and architectures#

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Required readings#

Wickham, H. (2014). Tidy data. Journal of Statistical Software, 59(10), 1-23.

Gorgolewski, K. J., Auer, T., Calhoun, V. D., Craddock, R. C., Das, S., Duff, E. P., … & Handwerker, D. A. (2016). The brain imaging data structure, a format for organizing and describing outputs of neuroimaging experiments. Scientific data, 3(1), 1-9.

Supplemental reading: Wickham, H., & Grolemund, G. (2016). R for data science: import, tidy, transform, visualize, and model data. ” O’Reilly Media, Inc.”.

Lecture (Video)#

Data as objects and architectures

Slides (PDF)#

Data as objects and architectures