9 citations · 32 across the 16 of their papers we have counts for
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stat.ME2023
Principal Stratification with Continuous Post-Treatment Variables: Nonparametric Identification and Semiparametric Estimation
Sizhu Lu, Zhichao Jiang, Peng Ding
Post-treatment variables often complicate causal inference. They appear in many scientific problems, including noncompliance, truncation by death, mediation, and surrogate endpoint…
stat.ME2023
An instrumental variable method for point processes: generalised Wald estimation based on deconvolution
Zhichao Jiang, Shizhe Chen, Peng Ding
Point processes are probabilistic tools for modeling event data. While there exists a fast-growing literature studying the relationships between point processes, it remains unexplo…