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20202025
most citedOn Mendelian Randomization Mixed-Scale Treatment Effect Robust Identification (MR MiSTERI) and Estimation for Causal Inference

2 citations · 2 across the 5 of their papers we have counts for

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2 papers · 1 filter

stat.ME2023

On Doubly Robust Estimation with Nonignorable Missing Data Using Instrumental Variables

Baoluo Sun, Wang Miao, Deshanee S. Wickramarachchi

Suppose we are interested in the mean of an outcome that is subject to nonignorable nonresponse. This paper develops new semiparametric estimation methods with instrumental variabl…

stat.ME2023

Testing High-Dimensional Mediation Effect with Arbitrary Exposure-Mediator Coefficients

Yinan Lin, Zijian Guo, Baoluo Sun +1

In response to the unique challenge created by high-dimensional mediators in mediation analysis, this paper presents a novel procedure for testing the nullity of the mediation effe…