Tchetgen Tchetgen, Eric J.; Ying, Andrew; Cui, Yifan; Shi, Xu; Miao, Wang An introduction to proximal causal inference. (English) Zbl 07887301 Stat. Sci. 39, No. 3, 375-390 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Cui, Yifan; Pu, Hongming; Shi, Xu; Miao, Wang; Tchetgen Tchetgen, Eric Semiparametric proximal causal inference. (English) Zbl 07877165 J. Am. Stat. Assoc. 119, No. 546, 1348-1359 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv OA License
Zhang, Jeffrey; Li, Wei; Miao, Wang; Tchetgen Tchetgen, Eric Corrigendum to: “Proximal causal inference without uniqueness assumptions”. (English) Zbl 1537.62049 Stat. Probab. Lett. 208, Article ID 110055, 1 p. (2024). MSC: 62P20 62G08 × Cite Format Result Cite Review PDF Full Text: DOI
Li, Wei; Miao, Wang; Tchetgen Tchetgen, Eric Non-parametric inference about mean functionals of non-ignorable non-response data without identifying the joint distribution. (English) Zbl 07913973 J. R. Stat. Soc., Ser. B, Stat. Methodol. 85, No. 3, 913-935 (2023). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Ying, Andrew; Miao, Wang; Shi, Xu; Tchetgen Tchetgen, Eric J. Proximal causal inference for complex longitudinal studies. (English) Zbl 07913964 J. R. Stat. Soc., Ser. B, Stat. Methodol. 85, No. 3, 684-704 (2023). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Li, Yilin; Miao, Wang; Shpitser, Ilya; Tchetgen Tchetgen, Eric J. A self-censoring model for multivariate nonignorable nonmonotone missing data. (English) Zbl 07898390 Biometrics 79, No. 4, 3203-3214 (2023). MSC: 62P10 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Zhang, Jeffrey; Li, Wei; Miao, Wang; Tchetgen Tchetgen, Eric Proximal causal inference without uniqueness assumptions. (English) Zbl 1524.62595 Stat. Probab. Lett. 198, Article ID 109836, 8 p. (2023); corrigendum ibid. 208, Article ID 110055, 1 p. (2024). MSC: 62P20 62G08 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Shi, Xu; Miao, Wang; Nelson, Jennifer C.; Tchetgen Tchetgen, Eric J. Multiply robust causal inference with double-negative control adjustment for categorical unmeasured confounding. (English) Zbl 07554764 J. R. Stat. Soc., Ser. B, Stat. Methodol. 82, No. 2, 521-540 (2020). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Liu, Lan; Miao, Wang; Sun, Baoluo; Robins, James; Tchetgen Tchetgen, Eric Identification and inference for marginal average treatment effect on the treated with an instrumental variable. (English) Zbl 1453.62730 Stat. Sin. 30, No. 3, 1517-1541 (2020). MSC: 62P10 62H12 62G35 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Miao, Wang; Geng, Zhi; Tchetgen Tchetgen, Eric J. Identifying causal effects with proxy variables of an unmeasured confounder. (English) Zbl 1506.62451 Biometrika 105, No. 4, 987-993 (2018). MSC: 62P10 62D20 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Miao, Wang; Tchetgen Tchetgen, Eric Identification and inference with nonignorable missing covariate data. (English) Zbl 1406.62018 Stat. Sin. 28, No. 4, Part 1, 2049-2067 (2018). MSC: 62D99 62J12 62P05 × Cite Format Result Cite Review PDF Full Text: DOI Link
Sun, Baoluo; Liu, Lan; Miao, Wang; Wirth, Kathleen; Robins, James; Tchetgen Tchetgen, Eric J. Semiparametric estimation with data missing not at random using an instrumental variable. (English) Zbl 1406.62049 Stat. Sin. 28, No. 4, Part 1, 1965-1983 (2018). MSC: 62G35 62P10 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Miao, Wang; Tchetgen Tchetgen, Eric J. On varieties of doubly robust estimators under missingness not at random with a shadow variable. (English) Zbl 1499.62265 Biometrika 103, No. 2, 475-482 (2016). MSC: 62J99 62G35 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link