Wei Li

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All published works

Action	Title	Year	Authors
+ PDF Chat	Identification and estimation of causal effects in the presence of confounded principal strata	2024	Shanshan Luo Wei Li Wang Miao Yangbo He
+ PDF Chat	Efficient Nonparametric Inference of Causal Mediation Effects with Nonignorable Missing Confounders	2024	Jiawei Shan Wei Li Chunrong Ai
+ PDF Chat	Calibrated regression estimation using empirical likelihood under data fusion	2023	Wei Li Shanshan Luo Wangli Xu
+	Retrospective causal inference with multiple effect variables	2023	Wei Li Zitong Lu Jinzhu Jia Min Xie Zhi Geng
+ PDF Chat	Subgroup analysis using Bernoulli‐gated hierarchical mixtures of experts models	2023	Wei Li Shanshan Luo Yangbo He Zhi Geng
+	Non-parametric inference about mean functionals of non-ignorable non-response data without identifying the joint distribution	2023	Wei Li Wang Miao Eric Tchetgen Tchetgen
+ PDF Chat	Proximal causal inference without uniqueness assumptions	2023	Jeffrey Zhang Wei Li Wang Miao Eric Tchetgen Tchetgen
+	Identifying Causal Effects Using Instrumental Variables from the Auxiliary Population	2023	Kang Shuai Shanshan Luo Wei Li Yangbo He
+	Mediation pathway selection with unmeasured mediator-outcome confounding	2023	Kang Shuai Lan Liu Yangbo He Wei Li
+	Evaluating causes of effects by posterior effects of causes	2022	Zitong Lu Zhi Geng Wei Li Shengyu Zhu Jinzhu Jia
+	Calibrated regression estimation using empirical likelihood under data fusion	2022	Wei Li Shanshan Luo Wangli Xu
+	Estimation and inference for high-dimensional nonparametric additive instrumental-variables regression	2022	Ziang Niu Yuwen Gu Wei Li
+	Paradoxes and resolutions for semiparametric fusion of individual and summary data	2022	Wenjie Hu Ruoyu Wang Wei Li Wang Miao
+	Identification and estimation of nonignorable missing outcome mean without identifying the full data distribution	2021	Wei Li Wang Miao Eric Tchetgen Tchetgen
+	Causal inference with outcomes truncated by death in multiarm studies	2021	Shanshan Luo Wei Li Yangbo He
+	Invited Commentary: Estimation and Bounds Under Data Fusion	2021	Wang Miao Wei Li Wenjie Hu Ruoyu Wang Zhi Geng
+	Causal mediation analysis with sure outcomes of random events model	2021	Wei Li Zhi Geng Xiao‐Hua Zhou
+	Efficient estimation via envelope chain in magnetic resonance imaging‐based studies	2021	Lan Liu Wei Li Zhihua Su Dennis Cook Luca Vizioli Essa Yacoub
+	Nonparametric inference about mean functionals of nonignorable nonresponse data without identifying the joint distribution	2021	Wei Li Wang Miao Eric Tchetgen Tchetgen
+ PDF Chat	Optimal Linear Instrumental Variables Approximations	2020	Juan Carlos Escanciano Wei Li
+	Demystifying a class of multiply robust estimators	2020	Wei Li Yuwen Gu Lan Liu
+	Causal Mediation Analysis with Multiple Treatments and Latent Confounders	2020	Wei Li Chunchen Liu Zhi Geng John Murray
+ PDF Chat	Posterior contraction and credible sets for filaments of regression functions	2020	Wei Li Subhashis Ghosal
+	On rank estimators in increasing dimensions	2019	Yanqin Fan Fang Han Wei Li Xiao‐Hua Zhou
+	Identification of causal effects with latent confounding and classical additive errors in treatment	2018	Wei Li Zhichao Jiang Zhi Geng Xiao‐Hua Zhou
+	Identifiability and estimation of causal mediation effects with missing data	2017	Wei Li Xiao‐Hua Zhou
+	Portfolio selection models based on Cross-entropy of uncertain variables	2016	Mingqiang Yin Weiyi Qian Wei Li
+	Tuning parameter calibration for $\ell_1$-regularized logistic regression	2016	Wei Li Johannes Lederer
+ PDF Chat	On the identification of structural linear functionals	2013	Juan Carlos Escanciano Wei Li
+ PDF Chat	On Some Aspects of Conditional Power Evaluation In Two-phase Clinical Trials Under Linear Regression	2012	A. Hedayat Bikas K. Sinha Wei Li
+	Northwest Corner and Banded Matrix Approximations to a Countable Markov Chain	2004	Yiqiang Q. Zhao W. John Braun Wei Li
+	Northwest corner and banded matrix approximations to a Markov chain	1999	Yiqiang Q. Zhao W. John Braun Wei Li

Common Coauthors

Coauthor	Papers Together
Wang Miao	7
Zhi Geng	7
Yangbo He	5
Xiao‐Hua Zhou	4
Eric Tchetgen Tchetgen	4
Lan Liu	3
Shanshan Luo	3
Kang Shuai	2
Zitong Lu	2
Juan Carlos Escanciano	2
Shanshan Luo	2
Yiqiang Q. Zhao	2
Wangli Xu	2
Yuwen Gu	2
Ruoyu Wang	2
Wenjie Hu	2
Jinzhu Jia	2
W. John Braun	2
A. Hedayat	1
Jiawei Shan	1
Yanqin Fan	1
Shengyu Zhu	1
Chunrong Ai	1
John Murray	1
Subhashis Ghosal	1
Johannes Lederer	1
Fang Han	1
Zhichao Jiang	1
Luca Vizioli	1
Mingqiang Yin	1
Essa Yacoub	1
Bikas K. Sinha	1
Min Xie	1
Zhihua Su	1
Jeffrey Zhang	1
Dennis Cook	1
Chunchen Liu	1
Shanshan Luo	1
Weiyi Qian	1
Ziang Niu	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+ PDF Chat	Identification of Causal Effects Using Instrumental Variables	1996	Joshua D. Angrist Guido W. Imbens Donald B. Rubin	5
+ PDF Chat	On varieties of doubly robust estimators under missingness not at random with a shadow variable	2016	Wang Miao Eric J. Tchetgen Tchetgen	5
+ PDF Chat	Efficiency bounds for estimating linear functionals of nonparametric regression models with endogenous regressors	2012	Thomas A. Severini Gautam Tripathi	5
+ PDF Chat	Estimation of Nonparametric Conditional Moment Models With Possibly Nonsmooth Generalized Residuals	2012	Xiaohong Chen Demián Pouzo	5
+	Instrumental variable methods for recovering continuous linear functionals	2010	Andres Santos	5
+	Instrumental Variable Estimation of Nonparametric Models	2003	Whitney K. Newey James L. Powell	5
+ PDF Chat	A new instrumental method for dealing with endogenous selection	2009	Xavier D’Haultfœuille	4
+	Estimation of Regression Coefficients When Some Regressors are not Always Observed	1994	James M. Robins Andrea Rotnitzky Lue Ping Zhao	4
+ PDF Chat	Identification of Causal Effects Using Instrumental Variables	1996	Joshua D. Angrist Guido W. Imbens Donald B. Rubin	4
+	Efficient Estimation of Models with Conditional Moment Restrictions Containing Unknown Functions	2003	Chunrong Ai Xiaohong Chen	4
+ PDF Chat	Nonparametric Instrumental Regression	2011		4
+	Identifying causal effects with proxy variables of an unmeasured confounder	2018	Wang Miao Zhi Geng Eric J. Tchetgen Tchetgen	4
+ PDF Chat	Chapter 77 Linear Inverse Problems in Structural Econometrics Estimation Based on Spectral Decomposition and Regularization	2007	Marine Carrasco Jean‐Pierre Florens Èric Renault	3
+	An instrumental variable approach for identification and estimation with nonignorable nonresponse	2013	Sheng Wang Jun Shao Jae kwang Kim	3
+	Marginal Structural Models for the Estimation of Direct and Indirect Effects	2008	Tyler J. VanderWeele	3
+	Fitting Science Into Legal Contexts	2013	A. P. Dawid David L. Faigman Stephen E. Fienberg	3
+	A general approach to causal mediation analysis.	2010	Kosuke Imai Luke Keele Dustin Tingley	3
+ PDF Chat	Conceptual issues concerning mediation, interventions and composition	2009	Tyler J. VanderWeele Stijn Vansteelandt	3
+	Identifiability and estimation of causal mediation effects with missing data	2017	Wei Li Xiao‐Hua Zhou	3
+	Convergence rates and asymptotic normality for series estimators	1997	Whitney K. Newey	3
+	Adjusting for Nonignorable Drop-Out Using Semiparametric Nonresponse Models	1999	Daniel O. Scharfstein Andrea Rotnitzky James M. Robins	3
+ PDF Chat	Identifiability of Normal and Normal Mixture Models with Nonignorable Missing Data	2015	Wang Miao Peng Ding Zhi Geng	3
+ PDF Chat	Causal Mediation Analysis in the Multilevel Intervention and Multicomponent Mediator Case	2014	Cheng Zheng Xiao‐Hua Zhou	3
+ PDF Chat	Mediation Analysis with Multiple Mediators	2014	Tyler J. VanderWeele Stijn Vansteelandt	3
+	Identifiability and Exchangeability for Direct and Indirect Effects	1992	James M. Robins Sander Greenland	3
+	Mediation analysis <i>via</i> potential outcomes models	2007	Jeffrey M. Albert	3
+ PDF Chat	Identification, Inference and Sensitivity Analysis for Causal Mediation Effects	2010	Kosuke Imai Luke Keele Teppei Yamamoto	3
+ PDF Chat	Sharpening Bounds on Principal Effects with Covariates	2013	Dustin Long Michael G. Hudgens	2
+	Weak Convergence and Empirical Processes: With Applications to Statistics	1996	Jon A. Wellner	2
+ PDF Chat	Missing Covariates in Generalized Linear Models When the Missing Data Mechanism is Non-ignorable	1999	Joseph G. Ibrahim Stuart R. Lipsitz Ming‐Hui Chen	2
+	Inference in Nonparametric Instrumental Variables With Partial Identification	2012	Andres Santos	2
+ PDF Chat	A Semiparametric Estimation of Mean Functionals With Nonignorable Missing Data	2011	Jae Kwang Kim Cindy Yu	2
+	Causal Mediation Analyses with Rank Preserving Models	2007	Rth Ho Marshall M. Joffe Kevin G. Lynch Gregory K. Brown Stephen A. Maisto Aaron T. Beck	2
+	Unified Methods for Censored Longitudinal Data and Causality	2003	Mark J. van der Laan James M. Robins	2
+ PDF Chat	Empirical likelihood for estimating equations with nonignorably missing data	2013	Niansheng Tang Puying Zhao Hongtu Zhu	2
+ PDF Chat	Nonparametric methods for inference in the presence of instrumental variables	2005	Peter Hall Joël L. Horowitz	2
+	Regularization of Inverse Problems	1996	Heinz W. Engl Martin Hanke Andreas B. Neubauer	2
+	Nonparametric Estimation of Sample Selection Models	2003	Mitali Das Whitney K. Newey Francis Vella	2
+	Sharp bounds on the causal effects in randomized experiments with “truncation-by-death”	2007	Kosuke Imai	2
+	Likelihood-Based Analysis of Causal Effects of Job-Training Programs Using Principal Stratification	2009	Junni L. Zhang Donald B. Rubin Fabrizia Mealli	2
+	Chapter 76 Large Sample Sieve Estimation of Semi-Nonparametric Models	2007	Xiaohong Chen	2
+ PDF Chat	The Adaptive Lasso and Its Oracle Properties	2006	Hui Zou	2
+	None	2000	Jin Tian Judea Pearl	2
+ PDF Chat	Causal Inference Through Potential Outcomes and Principal Stratification: Application to Studies with “Censoring” Due to Death	2006	Donald B. Rubin	2
+ PDF Chat	Imputation of Missing Values When the Probability of Response Depends on the Variable Being Imputed	1982	John Greenlees William S. Reece Kimberly D. Zieschang	2
+	Criteria for classifying general Markov chains	1976	Richard L. Tweedie	2
+ PDF Chat	Efficient Estimation of Data Combination Models by the Method of Auxiliary-to-Study Tilting (AST)	2015	Bryan S. Graham Cristine Campos de Xavier Pinto Daniel Egel	2
+	Statistical Analysis With Missing Data	1989	Maureen Lahiff Roderick J. A. Little Donald B. Rubin	2
+	A simple multiply robust estimator for missing response problem	2013	Kwun Chuen Gary Chan	2
+ PDF Chat	Sensitivity analysis for direct and indirect effects in the presence of exposure-induced mediator-outcome confounders	2022	Tyler J. VanderWeele Yasutaka Chiba	2