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stat.ME2025
Generalized Tree-Informed Mixed Model Regression
Jeremiah Allis, Xin Jin, Riddhi Ghosh
The standard regression tree method applied to observations within clusters poses both methodological and implementation challenges. Effectively leveraging these data requires meth…
stat.ME2024
Two-Sample Hypothesis Testing for Large Random Graphs of Unequal Size
Xin Jin, Kit Chan, Ian Barnett +1
Two-sample hypothesis testing for large graphs is popular in cognitive science, probabilistic machine learning and artificial intelligence. While numerous methods have been propose…
stat.ME2022
Selecting a significance level in sequential testing procedures for community detection
Riddhi Pratim Ghosh, Ian Barnett
While there have been numerous sequential algorithms developed to estimate community structure in networks, there is little available guidance and study of what significance level…