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Bao-Luo Sun · SciRah

Researcher profile · Semantic Scholar

Bao-Luo Sun

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Bao-Luo Sun — researcher profile on SciRah

h-index: 15
Works: 37
Citations: 1,032

Most-cited papers

Principled Approaches to Missing Data in Epidemiologic Studies.
N. Perkins, S. Cole, O. Harel, E. T. Tchetgen Tchetgen +3 more
2018American Journal of Epidemiology233 citations Open access
Semantic Scholar
Multiple Imputation for Incomplete Data in Epidemiologic Studies
O. Harel, Emily M. Mitchell, N. Perkins, S. Cole +3 more
2018American Journal of Epidemiology231 citations Open access
Semantic Scholar
On Inverse Probability Weighting for Nonmonotone Missing at Random Data
Bao-Luo Sun, E. T. Tchetgen Tchetgen
2014Journal of the American Statistical Association86 citations Open access
Semantic Scholar
The GENIUS Approach to Robust Mendelian Randomization Inference
E. T. Tchetgen Tchetgen, Bao-Luo Sun, S. Walter
2017bioRxiv81 citations Open access
Semantic Scholar
Semiparametric Estimation with Data Missing Not at Random Using an Instrumental Variable
Bao-Luo Sun, Lan Liu, Wang Miao, K. Wirth +2 more
2016Statistica sinica62 citations Open access
Semantic Scholar
Inverse-Probability-Weighted Estimation for Monotone and Nonmonotone Missing Data.
Bao-Luo Sun, N. Perkins, S. Cole, O. Harel +3 more
2018American Journal of Epidemiology57 citations Open access
Semantic Scholar
Estimation of kinship coefficient in structured and admixed populations using sparse sequencing data
Jin-Zhuang Dou, Bao-Luo Sun, X. Sim, J. Hughes +4 more
2017PLoS Genetics38 citations Open access
Semantic Scholar
IDENTIFICATION AND INFERENCE FOR MARGINAL AVERAGE TREATMENT EFFECT ON THE TREATED WITH AN INSTRUMENTAL VARIABLE
Lan Liu, Wang Miao, Bao-Luo Sun, J. Robins +1 more
2015Statistica sinica31 citations Open access
Semantic Scholar
GENIUS-MAWII: for robust Mendelian randomization with many weak invalid instruments.
T. Ye, Zhonghua Liu, Bao-Luo Sun, E. Tchetgen
2021Journal of The Royal Statistical Society Series B-statistical Methodology27 citations Open access
Semantic Scholar
MR-Corr2: a two-sample Mendelian randomization method that accounts for correlated horizontal pleiotropy using correlated instrumental variants
Qing Cheng, Tingting Qiu, Xiaoran Chai, Bao-Luo Sun +3 more
2021Bioinform.24 citations
Semantic Scholar
High-Dimensional Model-Assisted Inference for Local Average Treatment Effects With Instrumental Variables
Bao-Luo Sun, Z. Tan
202022 citations Open access
Semantic Scholar
Mendelian randomization mixed‐scale treatment effect robust identification and estimation for causal inference
Zhonghua Liu, T. Ye, Bao-Luo Sun, M. Schooling +1 more
2022Biometrics18 citations
Semantic Scholar
Discrete Choice Models for Nonmonotone Nonignorable Missing Data: Identification and Inference
E. T. Tchetgen Tchetgen, Lin-Bo Wang, Bao-Luo Sun
2016Statistica sinica16 citations Open access
Semantic Scholar
Semiparametric Efficient G-estimation with Invalid Instrumental Variables
Bao-Luo Sun, Zhonghua Liu, E. Tchetgen
2021Biometrika15 citations Open access
Semantic Scholar
On Semiparametric Instrumental Variable Estimation of Average Treatment Effects through Data Fusion
Bao-Luo Sun, Wang Miao
201815 citations Open access
Semantic Scholar
Doubly Robust Regression Analysis for Data Fusion
Katherine Evans, Bao-Luo Sun, J. Robins, E. T. Tchetgen Tchetgen
2018Statistica sinica15 citations Open access
Semantic Scholar
Selective Machine Learning of the Average Treatment Effect with an Invalid Instrumental Variable
Bao-Luo Sun, Yi-Fan Cui, E. Tchetgen
2019Journal of machine learning research13 citations
Semantic Scholar
A stableness of resistance model for nonresponse adjustment with callback data
Wang Miao, Xinyu Li, Ping Zhang, Bao-Luo Sun
202112 citations
Semantic Scholar
A Multinomial Regression Approach to Model Outcome Heterogeneity.
Bao-Luo Sun, T. VanderWeele, E. T. Tchetgen Tchetgen
2017American Journal of Epidemiology11 citations Open access
Semantic Scholar
Mediation analysis with multiple mediators under unmeasured mediator‐outcome confounding
D. S. Wickramarachchi, L. Lim, Bao-Luo Sun
2022Statistics in Medicine10 citations Open access
Semantic Scholar
Doubly Robust Estimation of a Marginal Average Effect of Treatment on the Treated With an Instrumental Variable
Lan Liu, Wang Miao, Bao-Luo Sun, J. Robins +1 more
20157 citations
Semantic Scholar
On Multiply Robust Mendelian Randomization (MR2) With Many Invalid Genetic Instruments
Bao-Luo Sun, Zhonghua Liu, E. T. Tchetgen Tchetgen
2021medRxiv3 citations Open access
Semantic Scholar
Statistica Sinica Preprint No : SS-2016-0325 . R 2 Title Discrete Choice Models for Nonmonotone Nonignorable Missing Data : Identification and Inference
Lin-Bo Wang, Bao-Luo Sun
20173 citations
Semantic Scholar
Quasi Instrumental Variable Methods for Stable Hidden Confounding and Binary Outcome
Zhonghua Liu, Bao-Luo Sun, Ting Ye, David Richardson +1 more
20252 citations
Semantic Scholar
Accounting for correlated horizontal pleiotropy in two-sample Mendelian randomization using correlated instrumental variants
Qing Cheng, Bao-Luo Sun, Ying-Cun Xia, Jin Liu
20202 citations
Semantic Scholar
Multiply Robust Learning of the Average Treatment Effect with an Invalid Instrumental Variable
Bao-Luo Sun, E. T. Tchetgen Tchetgen
20192 citations
Semantic Scholar
Proximal Path-Specific Inference
Yang Bai, Si-Han Wu, Bao-Luo Sun, Yi-Fan Cui
20261 citations
Semantic Scholar
Rare variant association tests for ancestry-matched case-control data based on conditional logistic regression
Shanshan Cheng, Jingjing Lyu, Xian Shi, Kai Wang +4 more
2022Briefings Bioinform.1 citations
Semantic Scholar
THE AUTHORS REPLY.
Bao-Luo Sun, T. VanderWeele, E. T. Tchetgen Tchetgen
2018American Journal of Epidemiology1 citations
Semantic Scholar
Conditional sparse boosting for high-dimensional instrumental variable estimation
Mu Yue, Jia-Liang Li, Bao-Luo Sun
2022Journal of Statistical Computation and Simulation0 citations
Semantic Scholar
0 Ju l 2 02 1 Semiparametric causal mediation with unmeasured mediator-outcome confounding
Bao-Luo Sun, T. Ye
20210 citations
Semantic Scholar
THE FUTURE OF MENDELIAN RANDOMIZATION STUDIES
H. Jensenius, D. Lawlor, Sonja A. Swanson, E. Tchetgen +25 more
20210 citations
Semantic Scholar
On Multiply Robust Mendelian Randomization (MR2) With Many Invalid Genetic Instruments
Bao-Luo Sun, Zhonghua Liu, E. Tchetgen
20210 citations
Semantic Scholar
Mobile health technology in health applications
Andre Matthias Müller, Bao-Luo Sun
20190 citations
Semantic Scholar
Multiply robust two-sample instrumental variable estimation
Bao-Luo Sun
20180 citations
Semantic Scholar
Practice of Epidemiology AMultinomial Regression Approach toModel OutcomeHeterogeneity
Bao-Luo Sun, T. VanderWeele, E. T. Tchetgen Tchetgen
20170 citations
Semantic Scholar
Semi-Parametric Methods for Missing Data and Causal Inference
Bao-Luo Sun
20160 citations
Semantic Scholar

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