This package implements boostrapping estimates for general clustering stability and module stability in correlation graphs. To cite this package, please use
Yu, Han, Brian Chapman, Arianna Di Florio, Ellen Eischen, David Gotz, Mathews Jacob, and Rachael Hageman Blair. Bootstrapping estimates of stability for clusters, observations and model selection. Computational Statistics 34, no. 1 (2019): 349-372.
Tian, Mingmei, Rachael Hageman Blair, Lina Mu, Matthew Bonner, Richard Browne, and Han Yu. A framework for stability‐based module detection in correlation graphs. Statistical Analysis and Data Mining: The ASA Data Science Journal 14, no. 2 (2021): 129-143.
To install this package, please use
library("devtools")
install_github("hyu-ub/bootcluster")