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Baoluo Sun
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Year
Principled approaches to missing data in epidemiologic studies
NJ Perkins, SR Cole, O Harel, EJ Tchetgen Tchetgen, B Sun, EM Mitchell, ...
American journal of epidemiology 187 (3), 568-575, 2018
2572018
Multiple imputation for incomplete data in epidemiologic studies
O Harel, EM Mitchell, NJ Perkins, SR Cole, EJ Tchetgen Tchetgen, B Sun, ...
American journal of epidemiology 187 (3), 576-584, 2018
2062018
On inverse probability weighting for nonmonotone missing at random data
B Sun, EJ Tchetgen Tchetgen
Journal of the American Statistical Association 113 (521), 369-379, 2018
822018
The GENIUS approach to robust Mendelian randomization inference
EJ Tchetgen Tchetgen, B Sun, S Walter
Statistical Science 36 (3), 443-464, 2021
712021
Semiparametric estimation with data missing not at random using an instrumental variable
B Sun, L Liu, W Miao, K Wirth, J Robins, EJ Tchetgen Tchetgen
Statistica Sinica 28 (4), 1965, 2018
472018
Inverse-probability-weighted estimation for monotone and nonmonotone missing data
B Sun, NJ Perkins, SR Cole, O Harel, EM Mitchell, EF Schisterman, ...
American journal of epidemiology 187 (3), 585-591, 2018
472018
Discrete choice models for nonmonotone nonignorable missing data: Identification and inference
EJ Tchetgen Tchetgen, L Wang, B Sun
Statistica Sinica 28 (4), 2069, 2018
372018
Estimation of kinship coefficient in structured and admixed populations using sparse sequencing data
J Dou, B Sun, X Sim, JD Hughes, DF Reilly, ES Tai, J Liu, C Wang
PLoS Genetics 13 (9), e1007021, 2017
292017
Identification and inference for marginal average treatment effect on the treated with an instrumental variable
L Liu, W Miao, B Sun, J Robins, EJ Tchetgen Tchetgen
Statistica Sinica 30 (3), 1517, 2020
192020
GENIUS-MAWII: For Robust Mendelian Randomization with Many Weak Invalid Instruments
T Ye, Z Liu, B Sun, EJ Tchetgen Tchetgen
arXiv preprint arXiv:2107.06238, 2021
162021
Mendelian randomization mixed‐scale treatment effect robust identification and estimation for causal inference
Z Liu, T Ye, B Sun, M Schooling, E Tchetgen Tchetgen
Biometrics, 2021
11*2021
A multinomial regression approach to model outcome heterogeneity
BL Sun, T VanderWeele, EJ Tchetgen Tchetgen
American journal of epidemiology 186 (9), 1097-1103, 2017
112017
High-dimensional model-assisted inference for local average treatment effects with instrumental variables
B Sun, Z Tan
Journal of Business & Economic Statistics 40 (4), 1732-1744, 2022
102022
MR-Corr2: a two-sample Mendelian randomization method that accounts for correlated horizontal pleiotropy using correlated instrumental variants
Q Cheng, T Qiu, X Chai, B Sun, Y Xia, X Shi, J Liu
Bioinformatics 38 (2), 303-310, 2022
92022
Doubly Robust Regression Analysis for Data Fusion
K Evans, BL Sun, J Robins, EJ Tchetgen Tchetgen
Statistica Sinica 31, 1285-1307, 2021
92021
Semiparametric Efficient G-estimation with Invalid Instrumental Variables
B Sun, Z Liu, E Tchetgen Tchetgen
Biometrika 110 (4), 953–971, 2023
7*2023
On Semiparametric Instrumental Variable Estimation of Average Treatment Effects through Data Fusion
B Sun, W Miao
Statistica Sinica 32, 569-590, 2022
62022
Mediation analysis with multiple mediators under unmeasured mediator‐outcome confounding
DS Wickramarachchi, LHM Lim, B Sun
Statistics in Medicine 42 (4), 422-432, 2023
42023
Selective Machine Learning of the Average Treatment Effect with an Invalid Instrumental Variable
B Sun, Y Cui, EJ Tchetgen Tchetgen
Journal of Machine Learning Research 23 (204), 1-40, 2022
32022
A stableness of resistance model for nonresponse adjustment with callback data
W Miao, X Li, B Sun
arXiv preprint arXiv:2112.02822, 2021
32021
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Articles 1–20