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Xiang Zhou
Professor of Sociology
33 Kirkland Street
William James Hall 570
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Working Paper
Opacic, Aleksei, Lai Wei, and Xiang Zhou
. Working Paper. “
Disparity Analysis: A Tale of Two Approaches
”.
opacic-wei-zhou_disparity.pdf
Zhou, Xiang, and Aleksei Opacic
. Working Paper. “
Marginal Interventional Effects
”.
zhou-opacic_mie.pdf
Forthcoming
Stoetzer, Lukas, Xiang Zhou, and Marco Steenbergen
. Forthcoming. “
Causal Inference with Latent Outcomes
”.
American Journal of Political Science
.
stoetzer-zhou-steenbergen_latent.pdf
2023
Brand, Jennie, Xiang Zhou, and Yu Xie
. 2023. “
Recent Developments in Causal Inference and Machine Learning
”.
Annual Review of Sociology
49:81-110.
brand-zhou-xie2023_causal.pdf
Zhou, Xiang, and Guanghui Pan
. 2023. “
Higher Education and the Black-White Earnings Gap
”.
American Sociological Review
88 (1):154-188.
Publisher's Version
zhou-pan_gap.pdf
Ahearn, Caitlin, Jennie Brand, and Xiang Zhou
. 2023. “
How, and for Whom, Does Higher Education Increase Voting?
”.
Research in Higher Education
64:574-597.
Publisher's Version
ahearn-brand-zhou2022.pdf
Zhou, Xiang, and Teppei Yamamoto
. 2023. “
Tracing Causal Paths from Experimental and Observational Data
”.
Journal of Politics
85 (1):250-265.
Publisher's Version
zhou-yamamoto_paths.pdf
2022
Baum, Derick, and Xiang Zhou
. 2022. “
rbw: An R package for Constructing Residual Balancing Weights
”.
The R Journal
14 (3):174-192.
baum-zhou2022.pdf
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
Pages
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Recent Publications
Disparity Analysis: A Tale of Two Approaches
Marginal Interventional Effects
Causal Inference with Latent Outcomes
Recent Developments in Causal Inference and Machine Learning
Higher Education and the Black-White Earnings Gap
How, and for Whom, Does Higher Education Increase Voting?
More