#  Research 

 



 



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##  32 results 

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##  32 results 

  Download 32 citations  download- [BibTeX](/node/703976/export?format=bibtex)
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### Forthcoming

Opacic, Aleksei, Lai Wei, and Xiang Zhou. 2025. “[Disparity Analysis: A Tale of Two Approaches](/publication/disparity-analysis-tale-two-approaches)”. *Journal of the Royal Statistical Society: Series A*.



 

 

Opacic, Aleksei, Lai Wei, and Xiang Zhou. 2025. “[Disparity Analysis: A Tale of Two Approaches](/publication/disparity-analysis-tale-two-approaches)”. *Journal of the Royal Statistical Society: Series A*.



 

 

 

- [ downloadopacic-wei-zhou\_disparity.pdf](/sites/g/files/omnuum1816/files/2025-01/disparity_v17.pdf)
 
- [ downloadopacic-wei-zhou\_disparity.pdf](/sites/g/files/omnuum1816/files/2025-01/disparity_v17.pdf)
 
 

 



### 2024

Zhou, Xiang. 2024. “[Attendance, Completion, and Heterogeneous Returns to College: A Causal Mediation Approach](/publications/attendance-completion-and-heterogeneous-returns-college)”. *Sociological Methods &amp; Research* 53(3):1136-66.



 

 

Zhou, Xiang. 2024. “[Attendance, Completion, and Heterogeneous Returns to College: A Causal Mediation Approach](/publications/attendance-completion-and-heterogeneous-returns-college)”. *Sociological Methods &amp; Research* 53(3):1136-66.



 

 

 

- [ descriptionPublisher's Version](https://journals.sagepub.com/doi/full/10.1177/00491241221113876)
- [ picture\_as\_pdfzhou\_college.pdf](/sites/g/files/omnuum1816/files/xzhou/files/zhou_college.pdf)
 
- [ descriptionPublisher's Version](https://journals.sagepub.com/doi/full/10.1177/00491241221113876)
- [ picture\_as\_pdfzhou\_college.pdf](/sites/g/files/omnuum1816/files/xzhou/files/zhou_college.pdf)
 
 

Stoetzer, Lukas, Xiang Zhou, and ‪Marco Steenbergen. 2024. “[Causal Inference With Latent Outcomes](/publications/causal-inference-latent-outcomes)”. *American Journal of Political Science*.



 

 

Stoetzer, Lukas, Xiang Zhou, and ‪Marco Steenbergen. 2024. “[Causal Inference With Latent Outcomes](/publications/causal-inference-latent-outcomes)”. *American Journal of Political Science*.



 

 

 

- [ picture\_as\_pdfstoetzer-zhou-steenbergen...](/sites/g/files/omnuum1816/files/xzhou/files/stoetzer-zhou-steenbergen_latent.pdf)
 
- [ picture\_as\_pdfstoetzer-zhou-steenbergen...](/sites/g/files/omnuum1816/files/xzhou/files/stoetzer-zhou-steenbergen_latent.pdf)
 
 

 



Zhou, Xiang, and Teppei Yamamoto. 2023. “[Tracing Causal Paths from Experimental and Observational Data](/publications/tracing-causal-paths-experimental-and-observational-data)”. *Journal of Politics* 85(1):250-65.



 

 

Zhou, Xiang, and Teppei Yamamoto. 2023. “[Tracing Causal Paths from Experimental and Observational Data](/publications/tracing-causal-paths-experimental-and-observational-data)”. *Journal of Politics* 85(1):250-65.



 

 

 

- [ descriptionPublisher's Version](https://www.journals.uchicago.edu/doi/epdf/10.1086/720310)
- [ picture\_as\_pdfzhou-yamamoto\_paths.pdf](/sites/g/files/omnuum1816/files/xzhou/files/zhou-yamamoto_paths.pdf)
 
- [ descriptionPublisher's Version](https://www.journals.uchicago.edu/doi/epdf/10.1086/720310)
- [ picture\_as\_pdfzhou-yamamoto\_paths.pdf](/sites/g/files/omnuum1816/files/xzhou/files/zhou-yamamoto_paths.pdf)
 
 

Ahearn, Caitlin, Jennie Brand, and Xiang Zhou. 2023. “[How, and for Whom, Does Higher Education Increase Voting?](/publications/how-and-whom-does-higher-education-increase-voting)”. *Research in Higher Education* 64:574-97.



 

 

Ahearn, Caitlin, Jennie Brand, and Xiang Zhou. 2023. “[How, and for Whom, Does Higher Education Increase Voting?](/publications/how-and-whom-does-higher-education-increase-voting)”. *Research in Higher Education* 64:574-97.



 

 

 

- [ descriptionPublisher's Version](https://link.springer.com/article/10.1007/s11162-022-09717-4#:~:text=The%20college%2Deducated%20are%20more,networks%20or%20human%20capital%20accumulation.)
- [ picture\_as\_pdfahearn-brand-zhou2022.pdf](/sites/g/files/omnuum1816/files/xzhou/files/ahearn-brand-zhou2022.pdf)
 
- [ descriptionPublisher's Version](https://link.springer.com/article/10.1007/s11162-022-09717-4#:~:text=The%20college%2Deducated%20are%20more,networks%20or%20human%20capital%20accumulation.)
- [ picture\_as\_pdfahearn-brand-zhou2022.pdf](/sites/g/files/omnuum1816/files/xzhou/files/ahearn-brand-zhou2022.pdf)
 
 

Zhou, Xiang, and Guanghui Pan. 2023. “[Higher Education and the Black-White Earnings Gap](/publications/higher-education-and-black-white-earnings-gap)”. *American Sociological Review* 88(1):154-88.



 

 

Zhou, Xiang, and Guanghui Pan. 2023. “[Higher Education and the Black-White Earnings Gap](/publications/higher-education-and-black-white-earnings-gap)”. *American Sociological Review* 88(1):154-88.



 

 

 

- [ descriptionPublisher's Version](https://journals.sagepub.com/eprint/JMTX4WJKGRIHIUIGVPKS/full)
- [ picture\_as\_pdfzhou-pan\_gap.pdf](/sites/g/files/omnuum1816/files/xzhou/files/zhou-pan_gap.pdf)
 
- [ descriptionPublisher's Version](https://journals.sagepub.com/eprint/JMTX4WJKGRIHIUIGVPKS/full)
- [ picture\_as\_pdfzhou-pan\_gap.pdf](/sites/g/files/omnuum1816/files/xzhou/files/zhou-pan_gap.pdf)
 
 

Brand, Jennie, Xiang Zhou, and Yu Xie. 2023. “[Recent Developments in Causal Inference and Machine Learning](/publications/recent-developments-causal-inference-and-machine-learning)”. *Annual Review of Sociology* 49:81-110.



 

 

Brand, Jennie, Xiang Zhou, and Yu Xie. 2023. “[Recent Developments in Causal Inference and Machine Learning](/publications/recent-developments-causal-inference-and-machine-learning)”. *Annual Review of Sociology* 49:81-110.



 

 

 

- [ picture\_as\_pdfbrand-zhou-xie2023\_causal...](/sites/g/files/omnuum1816/files/xzhou/files/brand-zhou-xie2023_causal.pdf)
 
- [ picture\_as\_pdfbrand-zhou-xie2023\_causal...](/sites/g/files/omnuum1816/files/xzhou/files/brand-zhou-xie2023_causal.pdf)
 
 

Zhou, Xiang. 2022. “[Semiparametric Estimation for Causal Mediation Analysis With Multiple Causally Ordered Mediators](/publications/semiparametric-estimation-causal-mediation-analysis-multiple-causally-ordered)”. *Journal of the Royal Statistical Society: Series B (Statistical Methodology)* 84(3):794-821.



 

 

Zhou, Xiang. 2022. “[Semiparametric Estimation for Causal Mediation Analysis With Multiple Causally Ordered Mediators](/publications/semiparametric-estimation-causal-mediation-analysis-multiple-causally-ordered)”. *Journal of the Royal Statistical Society: Series B (Statistical Methodology)* 84(3):794-821.



 

 

 

- [ descriptionPublisher's Version](https://rss.onlinelibrary.wiley.com/doi/full/10.1111/rssb.12487)
- [ picture\_as\_pdfzhou2022\_pse.pdf](/sites/g/files/omnuum1816/files/xzhou/files/zhou_pse.pdf)
 
- [ descriptionPublisher's Version](https://rss.onlinelibrary.wiley.com/doi/full/10.1111/rssb.12487)
- [ picture\_as\_pdfzhou2022\_pse.pdf](/sites/g/files/omnuum1816/files/xzhou/files/zhou_pse.pdf)
 
 

Xie, Yu, Hao Dong, Xiang Zhou, and Xi Song. 2022. “[Trends in Social Mobility in Post-Revolution China](/publications/trends-social-mobility-post-revolution-china)”. *Proceedings of the National Academy of Sciences* 119(7):e2117471119.



 

 

Xie, Yu, Hao Dong, Xiang Zhou, and Xi Song. 2022. “[Trends in Social Mobility in Post-Revolution China](/publications/trends-social-mobility-post-revolution-china)”. *Proceedings of the National Academy of Sciences* 119(7):e2117471119.



 

 

 

- [ descriptionPublisher's Version](https://www.pnas.org/doi/10.1073/pnas.2117471119)
 
- [ descriptionPublisher's Version](https://www.pnas.org/doi/10.1073/pnas.2117471119)
 
 

Baum, Derick, and Xiang Zhou. 2022. “[Rbw: An R Package for Constructing Residual Balancing Weights](/publications/rbw-r-package-constructing-residual-balancing-weights)”. *The R Journal* 14(3):174-92.



 

 

Baum, Derick, and Xiang Zhou. 2022. “[Rbw: An R Package for Constructing Residual Balancing Weights](/publications/rbw-r-package-constructing-residual-balancing-weights)”. *The R Journal* 14(3):174-92.



 

 

 

- [ picture\_as\_pdfbaum-zhou2022.pdf](/sites/g/files/omnuum1816/files/xzhou/files/baum-zhou2022.pdf)
 
- [ picture\_as\_pdfbaum-zhou2022.pdf](/sites/g/files/omnuum1816/files/xzhou/files/baum-zhou2022.pdf)
 
 

Cheng, Siwei, Jennie Brand, Xiang Zhou, Yu Xie, and Michael Hout. 2021. “[Heterogeneous Returns to College over the Life Course](/publications/heterogeneous-returns-college-over-life-course)”. *Science Advances* 51(7):1-14.



 

 

Cheng, Siwei, Jennie Brand, Xiang Zhou, Yu Xie, and Michael Hout. 2021. “[Heterogeneous Returns to College over the Life Course](/publications/heterogeneous-returns-college-over-life-course)”. *Science Advances* 51(7):1-14.



 

 

 

- [ descriptionPublisher's Version](https://www.science.org/doi/epdf/10.1126/sciadv.abg7641)
 
- [ descriptionPublisher's Version](https://www.science.org/doi/epdf/10.1126/sciadv.abg7641)
 
 

Zhou, Xiang, and Yu Xie. 2020. “[Heterogeneous Treatment Effects in the Presence of Self-Selection: A Propensity Score Perspective](/publications/heterogeneous-treatment-effects-presence-self-selection-propensity-score)”. *Sociological Methodology* 50(1):350-85.



 

 

Zhou, Xiang, and Yu Xie. 2020. “[Heterogeneous Treatment Effects in the Presence of Self-Selection: A Propensity Score Perspective](/publications/heterogeneous-treatment-effects-presence-self-selection-propensity-score)”. *Sociological Methodology* 50(1):350-85.



 

 

 

- [ descriptionPublisher's Version](https://journals.sagepub.com/eprint/ZYSDWAAYXY4ATGSD6PQK/full)
- [ picture\_as\_pdfzhou-xie2020\_hte.pdf](/sites/g/files/omnuum1816/files/xzhou/files/zhou-xie2020_hte.pdf)
 
- [ descriptionPublisher's Version](https://journals.sagepub.com/eprint/ZYSDWAAYXY4ATGSD6PQK/full)
- [ picture\_as\_pdfzhou-xie2020\_hte.pdf](/sites/g/files/omnuum1816/files/xzhou/files/zhou-xie2020_hte.pdf)
 
 

 



 

 

 

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