Showing stat.MEShow all
3 papers · 1 filter
stat.ME2026
Improving the Power of Bonferroni Adjustments under Joint Normality and Exchangeability
Caleb Hiltunen, Yeonwoo Rho
Bonferroni's correction is a popular tool to address multiplicity but is notorious for its low power when tests are dependent. This paper proposes a practical modification of Bonfe…
stat.ME2026
Change point analysis of high-dimensional data using random projections
Yi Xu, Yeonwoo Rho
This paper develops a novel change point identification method for high-dimensional data using random projections. By projecting high-dimensional time series into a one-dimensional…
stat.ME2021
Stable combination tests
Xing Ling, Yeonwoo Rho
This paper proposes a stable combination test, which is a natural extension of Cauchy combination tests by Liu and Xie (2020). Similarly to the Cauchy combination test, our stable…