2 papers
cs.SI2023
Stochastic Step-wise Feature Selection for Exponential Random Graph Models (ERGMs)
Helal El-Zaatari, Fei Yu, Michael R Kosorok
Statistical analysis of social networks provides valuable insights into complex network interactions across various scientific disciplines. However, accurate modeling of networks r…
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…