Follow
Zijian Guo
Zijian Guo
Associate Professor of Statistics, Rutgers University
Verified email at stat.rutgers.edu - Homepage
Title
Cited by
Cited by
Year
Confidence intervals for high-dimensional linear regression: Minimax rates and adaptivity
TT Cai, Z Guo
2152017
Confidence intervals for causal effects with invalid instruments by using two‐stage hard thresholding with voting
Z Guo, H Kang, T Tony Cai, DS Small
Journal of the Royal Statistical Society: Series B (Statistical Methodology …, 2018
1082018
Semi-supervised inference for explained variance in high dimensional linear regression and its applications
T Tony Cai, Z Guo
Journal of the Royal Statistical Society: Series B (Statistical Methodology), 2020
632020
Optimal estimation of genetic relatedness in high-dimensional linear models
Z Guo, W Wang, TT Cai, H Li
Journal of the American Statistical Association 114 (525), 358-369, 2019
54*2019
Control function instrumental variable estimation of nonlinear causal effect models
Z Guo, DS Small
Journal of Machine Learning Research 17 (100), 1-35, 2016
522016
Accuracy assessment for high-dimensional linear regression
TT Cai, Z Guo
The Annals of Statistics 46 (4), 1807-1836, 2018
452018
Mediation analysis for count and zero-inflated count data
J Cheng, NF Cheng, Z Guo, S Gregorich, AI Ismail, SA Gansky
Statistical methods in medical research 27 (9), 2756-2774, 2018
392018
Using an instrumental variable to test for unmeasured confounding
Z Guo, J Cheng, SA Lorch, DS Small
Statistics in medicine 33 (20), 3528-3546, 2014
392014
Optimal statistical inference for individualized treatment effects in high-dimensional models
T Cai, T Tony Cai, Z Guo
Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2021
34*2021
Statistical inference for high-dimensional generalized linear models with binary outcomes
TT Cai, Z Guo, R Ma
Journal of the American Statistical Association 118 (542), 1319-1332, 2023
322023
Group inference in high dimensions with applications to hierarchical testing
Z Guo, C Renaux, P Bühlmann, T Cai
Electronic Journal of Statistics 15 (2), 6633-6676, 2021
322021
Testing endogeneity with high dimensional covariates
Z Guo, H Kang, TT Cai, DS Small
Journal of Econometrics 207 (1), 175-187, 2018
31*2018
SurvMaximin: robust federated approach to transporting survival risk prediction models
X Wang, HG Zhang, X Xiong, C Hong, GM Weber, GA Brat, CL Bonzel, ...
Journal of biomedical informatics 134, 104176, 2022
222022
Doubly debiased lasso: High-dimensional inference under hidden confounding
Z Guo, D Ćevid, P Bühlmann
Annals of statistics 50 (3), 1320, 2022
20*2022
Inference for the case probability in high-dimensional logistic regression
Z Guo, P Rakshit, DS Herman, J Chen
Journal of Machine Learning Research 22 (254), 1-54, 2021
182021
Boundary value problems for a family of domains in the Sierpinski gasket
Z Guo, R Kogan, H Qiu, RS Strichartz
Illinois Journal of Mathematics 58 (2), 497-519, 2014
172014
Statistical inference for maximin effects: Identifying stable associations across multiple studies
Z Guo
Journal of the American Statistical Association, 1-32, 2023
12*2023
Mediation analysis for count and zero-inflated count data without sequential ignorability and its application in dental studies
Z Guo, DS Small, SA Gansky, J Cheng
Journal of the Royal Statistical Society Series C: Applied Statistics 67 (2 …, 2018
122018
Causal inference with invalid instruments: post-selection problems and a solution using searching and sampling
Z Guo
Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2023
11*2023
Decorrelated local linear estimator: Inference for non-linear effects in high-dimensional additive models
Z Guo, W Yuan, CH Zhang
arXiv preprint arXiv:1907.12732, 2019
10*2019
The system can't perform the operation now. Try again later.
Articles 1–20