7 citations · 8 across the 4 of their papers we have counts for
4 papers · 1 filter
An Improved Doubly Robust Estimator Using Partially Recovered Unmeasured Spatial Confounder
Sayli Pokal, Yawen Guan, Honglang Wang +1
Studies in environmental and epidemiological sciences are often spatially varying and observational in nature with the aim of establishing cause and effect relationships. One of th…
Functional varying index coefficient model for dynamic gene-environment interactions
Jingyi Zhang, Xu Liu, Honglang Wang +1
Rooted in genetics, human complex diseases are largely influenced by environmental factors. Existing literature has shown the power of integrative gene-environment interaction anal…
Robust Estimation of Heterogeneous Treatment Effects using Electronic Health Record Data
Ruohong Li, Honglang Wang, Wanzhu Tu
Estimation of heterogeneous treatment effects is an essential component of precision medicine. Model and algorithm-based methods have been developed within the causal inference fra…
A Provable Smoothing Approach for High Dimensional Generalized Regression with Applications in Genomics
Fang Han, Hongkai Ji, Zhicheng Ji +1
In many applications, linear models fit the data poorly. This article studies an appealing alternative, the generalized regression model. This model only assumes that there exists…