1 citations · 3 across the 6 of their papers we have counts for
4 papers · 1 filter
Boosting multi-view association testing via devariation
Ruyi Pan, Yinqiu He, Jun Young Park
Understanding the interplay between high-dimensional data from different views is essential in biomedical research, particularly in fields such as genomics, neuroimaging and bioban…
Quantile Mediation Analytics
Canyi Chen, Yinqiu He, Huixia J. Wang +2
Mediation analytics help examine if and how an intermediate variable mediates the influence of an exposure variable on an outcome of interest. Quantiles, rather than the mean, of a…
Adaptive Bootstrap Tests for Composite Null Hypotheses in the Mediation Pathway Analysis
He Yinqiu, Song Peter X. -K., Xu Gongjun
Mediation analysis aims to assess if, and how, a certain exposure influences an outcome of interest through intermediate variables. This problem has recently gained a surge of atte…
Estimating Tail Probabilities of the Ratio of the Largest Eigenvalue to the Trace of a Wishart Matrix
Yinqiu He, Gongjun Xu
This paper develops an efficient Monte Carlo method to estimate the tail probabilities of the ratio of the largest eigenvalue to the trace of the Wishart matrix, which plays an imp…