Sotabase

Career

· Postdoctoral Researcher, Harvard T. H. Chan School of Public Health2015–2015
· Ph.D. in Statistics, Harvard University2015–
· Associate Professor, University of California, Berkeley2015–
· B.A. in Economics, Peking University
· B.S. in Mathematics, Peking University
· M.S. in Statistics, Peking University

Publications (119)

Sensitivity Analysis in Observational Research: Introducing the E-Value
Annals of Internal Medicine · 2017
4,078
cited
Sensitivity Analysis Without Assumptions
Epidemiology · 2015
499
cited
Overlap in observational studies with high-dimensional covariates
Journal of Econometrics · 2017
213
cited
General Forms of Finite Population Central Limit Theorems with Applications to Causal Inference
2016
202
cited
Randomization inference for treatment effect variation
2014
139
cited
Principal stratification analysis using principal scores
2016
134
cited
To Adjust or Not to Adjust? Sensitivity Analysis of M-Bias and Butterfly-Bias
2014
129
cited
Asymptotic theory of rerandomization in treatment–control experiments
Proceedings of the National Academy of Sciences of the United States of America · 2016
126
cited
Causal Inference: A Missing Data Perspective
2017
124
cited
Identifiability of Normal and Normal Mixture Models with Nonignorable Missing Data
2015
116
cited
Combining Multiple Observational Data Sources to Estimate Causal Effects
Journal of the American Statistical Association · 2018
109
cited
Rerandomization and regression adjustment
Journal of the Royal Statistical Society: Series B (Statistical Methodology) · 2019
106
cited
Bayesian causal inference: a critical review
Philosophical Transactions of the Royal Society A · 2022
101
cited
Identifiability and Estimation of Causal Effects by Principal Stratification With Outcomes Truncated by Death
2011
99
cited
On the Conditional Distribution of the Multivariate t Distribution
2016
91
cited
Asymptotic inference of causal effects with observational studies trimmed by the estimated propensity scores
2018
90
cited
Decomposing Treatment Effect Variation
Journal of the American Statistical Association · 2016
90
cited
Technical Considerations in the Use of the E-Value
Journal of Causal Inference · 2019
80
cited
A Bracketing Relationship between Difference-in-Differences and Lagged-Dependent-Variable Adjustment
Political Analysis · 2019
78
cited
Randomization Tests for Weak Null Hypotheses in Randomized Experiments
Journal of the American Statistical Association · 2018
78
cited
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Peng Ding | Researcher Profile | Sotabase | Sotabase