8 citations · 14 across the 5 of their papers we have counts for
5 papers
Regression analysis of longitudinal data with mixed synchronous and asynchronous longitudinal covariates
Zhuowei Sun, Hongyuan Cao, Li Chen +1
In linear models, omitting a covariate that is orthogonal to covariates in the model does not result in biased coefficient estimation. This in general does not hold for longitudina…
Testing and estimation of clustered signals
Hongyuan Cao, Wei Biao Wu
We propose a change-point detection method for large scale multiple testing problems with data having clustered signals. Unlike the classic change-point setup, the signals can vary…
Optimal False Discovery Rate Control for Large Scale Multiple Testing with Auxiliary Information
Hongyuan Cao, Jun Chen, Xianyang Zhang
Large-scale multiple testing is a fundamental problem in high dimensional statistical inference. It is increasingly common that various types of auxiliary information, reflecting t…
Asymmetric Tobit analysis for correlation estimation from censored data
HongYuan Cao, Tsuyoshi Kato
Contamination of water resources with pathogenic microorganisms excreted in human feces is a worldwide public health concern. Surveillance of fecal contamination is commonly perfor…
Simultaneous critical values for -tests in very high dimensions
Hongyuan Cao, Michael R. Kosorok
This article considers the problem of multiple hypothesis testing using -tests. The observed data are assumed to be independently generated conditional on an underlying and unkn…