4 citations · 6 across the 2 of their papers we have counts for
4 papers
High-dimensional Model-assisted Inference for Local Average Treatment Effects with Instrumental Variables
Baoluo Sun, Zhiqiang Tan
Consider the problem of estimating the local average treatment effect with an instrument variable, where the instrument unconfoundedness holds after adjusting for a set of measured…
Accounting for correlated horizontal pleiotropy in two-sample Mendelian randomization using correlated instrumental variants
Qing Cheng, Baoluo Sun, Yingcun Xia +1
Mendelian randomization (MR) is a powerful approach to examine the causal relationships between health risk factors and outcomes from observational studies. Due to the proliferatio…
On Semiparametric Instrumental Variable Estimation of Average Treatment Effects through Data Fusion
BaoLuo Sun, Wang Miao
Suppose one is interested in estimating causal effects in the presence of potentially unmeasured confounding with the aid of a valid instrumental variable. This paper investigates…
Doubly Robust Regression Analysis for Data Fusion
Katherine Evans, BaoLuo Sun, James Robins +1
This paper investigates the problem of making inference about a parametric model for the regression of an outcome variable on covariates when data are fused from two se…