User guide
Source:user-guide.md
PCIdep provides methods for post-clustering inference when data exhibit dependence structures between observations and features. The guides below introduce this theory and the main workflows of the package.
Understanding post-clustering inference
An accessible introduction to post-clustering inference, along with the model assumptions required to use PCIdep.
Hierarchical and k-means clustering
Implementing PCIdep for inference after hierarchical agglomerative and k-means clustering.
Custom clustering
Implementing PCIdep for inference after user-defined clustering algorithms.