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Selective tests

selective_hotelling_test()
Selective Hotelling T-squared test after clustering
selective_hotelling_bc()
Algorithm-agnostic Besag-Clifford selective Hotelling test (arbitrary clustering)
selective_truncated_F()
One-dimensional selective Hotelling test (unknown covariance)

Clustering helpers

kmeans_fun()
Trajectory-recording k-means with a simple interface
kmeans_with_fixed_init()
K-means from a fixed initialization
hclust_fun()
Hierarchical (agglomerative) clustering of a data matrix

Utilities

hotelling_T2()
Two-sample Hotelling T-squared statistic
generate_exchangeable_null_data()
Generate exchangeable (equicorrelated) Gaussian null data
print(<selectiveHotelling>)
Print a selectiveHotelling object
summary(<selectiveHotelling>)
Summarize a selectiveHotelling object