2 papers
math.ST2022
Discussion of Multiscale Fisher's Independence Test for Multivariate Dependence
Duyeol Lee, Helal El-Zaatari, Michael R. Kosorok +2
The multiscale Fisher's independence test (MULTIFIT hereafter) proposed by Gorsky & Ma (2022) is a novel method to test independence between two random vectors. By its design, this…
math.ST2019
The Binary Expansion Randomized Ensemble Test (BERET)
Duyeol Lee, Kai Zhang, Michael R. Kosorok
Recently, the binary expansion testing framework was introduced to test the independence of two continuous random variables by utilizing symmetry statistics that are complete suffi…