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Research

Working Paper
Zhou, Xiang, and Aleksei Opacic. Working Paper. “Marginal Interventional Effects”. zhou-opacic_mie.pdf
Forthcoming
Baum, Derick, and Xiang Zhou. Forthcoming. “rbw: An R package for Constructing Residual Balancing Weights”. The R Journal. baum-zhou_rbwpackage.pdf
Zhou, Xiang, and Guanghui Pan. Forthcoming. “Higher Education and the Black-White Earnings Gap”. American Sociological Review. zhou-pan_gap.pdf
Ahearn, Caitlin, Jennie Brand, and Xiang Zhou. Forthcoming. “How, and for Whom, Does Higher Education Increase Voting?”. Research in Higher Education. ahearn-brand-zhou2022.pdf
Zhou, Xiang, and Teppei Yamamoto. Forthcoming. “Tracing Causal Paths from Experimental and Observational Data”. Journal of Politics. zhou-yamamoto_paths.pdf
2022
Xie, Yu, Hao Dong, Xiang Zhou, and Xi Song. 2022. “Trends in Social Mobility in Post-Revolution China”. Proceedings of the National Academy of Sciences 119 (7):e2117471119. Publisher's Version
Zhou, Xiang. 2022. “Attendance, Completion, and Heterogeneous Returns to College: A Causal Mediation Approach”. Sociological Methods & Research. Publisher's Version zhou_college.pdf
Zhou, Xiang. 2022. “Semiparametric Estimation for Causal Mediation Analysis with Multiple Causally Ordered Mediators”. Journal of the Royal Statistical Society: Series B (Statistical Methodology) 84 (3):794-821. Publisher's Version zhou2022_pse.pdf
2021
Cheng, Siwei, Jennie Brand, Xiang Zhou, Yu Xie, and Michael Hout. 2021. “Heterogeneous Returns to College over the Life Course”. Science Advances 51 (7):1-14. Publisher's Version
2020
Wodtke, Geoffrey T., and Xiang Zhou. 2020. “Effect Decomposition in the Presence of Treatment-induced Confounding: A Regression-with-residuals Approach”. Epidemiology 31 (3):369-375. Publisher's Version Wodtke-Zhou2020_decomp.pdf
Wodtke, Geoffrey T, Zahide Alaca, and Xiang Zhou. 2020. “Regression-with-residuals Estimation of Marginal Effects: A Method of Adjusting for Treatment-induced Confounders that may also be Effect Modifiers”. Journal of the Royal Statistical Society: Series A (Statistics in Society) 183 (1):311-332. Publisher's Version wodtke-alaca-zhou2020_rwr.pdf
Zhou, Xiang, and Geoffrey T. Wodtke. 2020. “Residual Balancing: A Method of Constructing Weights for Marginal Structural Models”. Political Analysis 28 (4):487-506. Publisher's Version zhou-wodtke2020_rbw.pdf
Zhou, Xiang, and Yu Xie. 2020. “Heterogeneous Treatment Effects in the Presence of Self-Selection: A Propensity Score Perspective”. Sociological Methodology 50 (1):350-385. Publisher's Version zhou-xie2020_hte.pdf
2019
Zhou, Xiang. 2019. “Equalization or Selection? Reassessing the “Meritocratic Power” of a College Degree in Intergenerational Income Mobility”. American Sociological Review 84 (3):459–485. Publisher's Version zhou2019_college.pdf Zhou2019_college_sm.pdf
Zhou, Xiang, and Geoffrey T. Wodtke. 2019. “A Regression-with-Residuals Method for Estimating Controlled Direct Effects.”. Political Analysis 27 (3):360-369. Publisher's Version zhou-wodtke2019_cde.pdf
Zhou, Xiang, and Yu Xie. 2019. “Marginal Treatment Effects from a Propensity Score Perspective”. Journal of Political Economy 127 (6):3070-3084. Publisher's Version zhou-xie2019_mte.pdf
Zhou, Xiang. 2019. “Hierarchical Item Response Models for Analyzing Public Opinion”. Political Analysis 27 (4):481-502. Publisher's Version Zhou2019_hIRT.pdf
Zhou, Xiang, and Geoffrey T. Wodtke. 2019. “Income Stratification among Occupational Classes in the United States”. Social Forces 97 (3):945-972. Publisher's Version zhou-wodtke2019_strat.pdf
Zhou, Xiang, and Yu Xie. 2019. “Market Transition, Industrialization, and Social Mobility Trends in Post-Revolution China.”. American Journal of Sociology 124 (6):1810-1847. Publisher's Version zhou-xie2019_mobility.pdf
2018
Bloome, Deirdre, Shauna Dyer, and Xiang Zhou. 2018. “Educational Inequality, Educational Expansion, and Intergenerational Income Persistence in the United States.”. American Sociological Review 83 (6):1215–1253. Publisher's Version bloome-dyer-zhou2018.pdf

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