Zijian Guo
Zijian Guo
Assistant Professor of Statistics, Rutgers University
在 stat.rutgers.edu 的电子邮件经过验证 - 首页
标题
引用次数
引用次数
年份
Confidence intervals for high-dimensional linear regression: Minimax rates and adaptivity
TT Cai, Z Guo
The Annals of statistics 45 (2), 615-646, 2017
1442017
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
49*2018
Accuracy assessment for high-dimensional linear regression
TT Cai, Z Guo
The Annals of Statistics 46 (4), 1807-1836, 2018
392018
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
34*2019
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
332014
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
262020
Control function instrumental variable estimation of nonlinear causal effect models
Z Guo, DS Small
The Journal of Machine Learning Research 17 (1), 3448-3482, 2016
252016
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
202018
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
142014
Group inference in high dimensions with applications to hierarchical testing
Z Guo, C Renaux, P Bühlmann, TT Cai
arXiv preprint arXiv:1909.01503, 2019
112019
Testing endogeneity with high dimensional covariates
Z Guo, H Kang, TT Cai, DS Small
Journal of Econometrics 207 (1), 175-187, 2018
11*2018
Doubly Debiased Lasso: High-Dimensional Inference under Hidden Confounding
Z Guo, D Ćevid, P Bühlmann
arXiv preprint arXiv:2004.03758, 2020
10*2020
Optimal Statistical Inference for Individualized Treatment Effects in High-dimensional Models
T Cai, T Cai, Z Guo
arXiv preprint arXiv:1904.12891, 2019
10*2019
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 …, 2018
52018
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
42021
Local inference in additive models with decorrelated local linear estimator
Z Guo, CH Zhang
arXiv preprint arXiv:1907.12732, 2019
42019
Statistical inference for high-dimensional generalized linear models with binary outcomes
TT Cai, Z Guo, R Ma
Journal of the American Statistical Association, 1-41, 2021
22021
Sihr: An r package for statistical inference in high-dimensional linear and logistic regression models
P Rakshit, TT Cai, Z Guo
arXiv preprint arXiv:2109.03365, 2021
22021
Inference for High-dimensional Maximin Effects in Heterogeneous Regression Models Using a Sampling Approach
Z Guo
arXiv preprint arXiv:2011.07568, 2020
22020
Extreme Eigenvalues of Nonlinear Correlation Matrices with Applications to Additive Models
Z Guo, CH Zhang
arXiv preprint arXiv:1904.12897, 2019
2*2019
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