%0 Generic %D Working Paper %T Disparity Analysis: A Tale of Two Approaches %A Aleksei Opacic %A Lai Wei %A Xiang Zhou %G eng %0 Journal Article %D Working Paper %T Marginal Interventional Effects %A Xiang Zhou %A Aleksei Opacic %G eng %0 Journal Article %J American Journal of Political Science %D Forthcoming %T Causal Inference with Latent Outcomes %A Lukas Stoetzer %A Xiang Zhou %A ‪Marco Steenbergen %B American Journal of Political Science %G eng %0 Journal Article %J Annual Review of Sociology %D 2023 %T Recent Developments in Causal Inference and Machine Learning %A Jennie Brand %A Xiang Zhou %A Yu Xie %B Annual Review of Sociology %V 49 %P 81-110 %G eng %0 Journal Article %J American Sociological Review %D 2023 %T Higher Education and the Black-White Earnings Gap %A Xiang Zhou %A Guanghui Pan %B American Sociological Review %V 88 %P 154-188 %G eng %U https://journals.sagepub.com/eprint/JMTX4WJKGRIHIUIGVPKS/full %N 1 %0 Journal Article %J Research in Higher Education %D 2023 %T How, and for Whom, Does Higher Education Increase Voting? %A Caitlin Ahearn %A Jennie Brand %A Xiang Zhou %B Research in Higher Education %V 64 %P 574-597 %G eng %U https://link.springer.com/article/10.1007/s11162-022-09717-4#:~:text=The%20college%2Deducated%20are%20more,networks%20or%20human%20capital%20accumulation. %0 Journal Article %J Journal of Politics %D 2023 %T Tracing Causal Paths from Experimental and Observational Data %A Xiang Zhou %A Teppei Yamamoto %B Journal of Politics %V 85 %P 250-265 %G eng %U https://www.journals.uchicago.edu/doi/epdf/10.1086/720310 %N 1 %0 Journal Article %J The R Journal %D 2022 %T rbw: An R package for Constructing Residual Balancing Weights %A Derick Baum %A Xiang Zhou %B The R Journal %V 14 %P 174-192 %G eng %N 3 %0 Journal Article %J Proceedings of the National Academy of Sciences %D 2022 %T Trends in Social Mobility in Post-Revolution China %A Yu Xie %A Hao Dong %A Xiang Zhou %A Xi Song %B Proceedings of the National Academy of Sciences %V 119 %P e2117471119 %G eng %U https://www.pnas.org/doi/10.1073/pnas.2117471119 %N 7 %0 Journal Article %J Sociological Methods & Research %D 2022 %T Attendance, Completion, and Heterogeneous Returns to College: A Causal Mediation Approach %A Xiang Zhou %B Sociological Methods & Research %G eng %U https://journals.sagepub.com/doi/full/10.1177/00491241221113876 %0 Journal Article %J Journal of the Royal Statistical Society: Series B (Statistical Methodology) %D 2022 %T Semiparametric Estimation for Causal Mediation Analysis with Multiple Causally Ordered Mediators %A Xiang Zhou %B Journal of the Royal Statistical Society: Series B (Statistical Methodology) %V 84 %P 794-821 %G eng %U https://rss.onlinelibrary.wiley.com/doi/full/10.1111/rssb.12487 %N 3 %0 Journal Article %J Science Advances %D 2021 %T Heterogeneous Returns to College over the Life Course %A Siwei Cheng %A Jennie Brand %A Xiang Zhou %A Yu Xie %A Michael Hout %B Science Advances %V 51 %P 1-14 %G eng %U https://www.science.org/doi/epdf/10.1126/sciadv.abg7641 %N 7 %0 Journal Article %J Epidemiology %D 2020 %T Effect Decomposition in the Presence of Treatment-induced Confounding: A Regression-with-residuals Approach %A Geoffrey T. Wodtke %A Xiang Zhou %B Epidemiology %V 31 %P 369-375 %G eng %U https://cdn.journals.lww.com/epidem/Abstract/2020/05000/Effect_Decomposition_in_the_Presence_of.10.aspx %N 3 %0 Journal Article %J Journal of the Royal Statistical Society: Series A (Statistics in Society) %D 2020 %T Regression-with-residuals Estimation of Marginal Effects: A Method of Adjusting for Treatment-induced Confounders that may also be Effect Modifiers %A Wodtke, Geoffrey T %A Alaca, Zahide %A Xiang Zhou %B Journal of the Royal Statistical Society: Series A (Statistics in Society) %V 183 %P 311-332 %G eng %U https://rss.onlinelibrary.wiley.com/doi/abs/10.1111/rssa.12497 %N 1 %0 Journal Article %J Political Analysis %D 2020 %T Residual Balancing: A Method of Constructing Weights for Marginal Structural Models %A Xiang Zhou %A Geoffrey T. Wodtke %B Political Analysis %V 28 %P 487-506 %G eng %U https://doi.org/10.1017/pan.2020.2 %N 4 %0 Journal Article %J Sociological Methodology %D 2020 %T Heterogeneous Treatment Effects in the Presence of Self-Selection: A Propensity Score Perspective %A Xiang Zhou %A Yu Xie %B Sociological Methodology %V 50 %P 350-385 %G eng %U https://journals.sagepub.com/eprint/ZYSDWAAYXY4ATGSD6PQK/full %N 1 %0 Journal Article %J American Sociological Review %D 2019 %T Equalization or Selection? Reassessing the “Meritocratic Power” of a College Degree in Intergenerational Income Mobility %A Xiang Zhou %B American Sociological Review %V 84 %P 459–485 %G eng %U https://journals.sagepub.com/eprint/9KRD4DXJZXXANUK7XWSS/full %N 3 %0 Journal Article %J Political Analysis %D 2019 %T A Regression-with-Residuals Method for Estimating Controlled Direct Effects. %A Xiang Zhou %A Geoffrey T. Wodtke %B Political Analysis %V 27 %P 360-369 %G eng %U https://doi.org/10.1017/pan.2018.53 %N 3 %0 Journal Article %J Journal of Political Economy %D 2019 %T Marginal Treatment Effects from a Propensity Score Perspective %A Xiang Zhou %A Yu Xie %B Journal of Political Economy %V 127 %P 3070-3084 %G eng %U https://www.journals.uchicago.edu/doi/10.1086/702172?mobileUi=0 %N 6 %0 Journal Article %J Political Analysis %D 2019 %T Hierarchical Item Response Models for Analyzing Public Opinion %A Xiang Zhou %B Political Analysis %V 27 %P 481-502 %G eng %U https://www.cambridge.org/core/journals/political-analysis/article/hierarchical-item-response-models-for-analyzing-public-opinion/2502E8F53785C8386C614F4A17D85C74 %N 4 %0 Journal Article %J Social Forces %D 2019 %T Income Stratification among Occupational Classes in the United States %A Xiang Zhou %A Geoffrey T. Wodtke %B Social Forces %V 97 %P 945-972 %G eng %U https://academic.oup.com/sf/article/97/3/945/5078443?guestAccessKey=ea3e1890-c4dd-43e7-81a5-e350c95d0c98 %N 3 %0 Journal Article %J American Journal of Sociology %D 2019 %T Market Transition, Industrialization, and Social Mobility Trends in Post-Revolution China. %A Xiang Zhou %A Yu Xie %B American Journal of Sociology %V 124 %P 1810-1847 %G eng %U https://www.journals.uchicago.edu/doi/abs/10.1086/703346 %N 6 %0 Journal Article %J American Sociological Review %D 2018 %T Educational Inequality, Educational Expansion, and Intergenerational Income Persistence in the United States. %A Deirdre Bloome %A Shauna Dyer %A Xiang Zhou %B American Sociological Review %V 83 %P 1215–1253 %G eng %U https://journals.sagepub.com/doi/full/10.1177/0003122418809374 %N 6 %0 Journal Article %J Sociological Methods & Research %D 2016 %T Propensity-Score-Based Methods versus MTE-Based Methods in Causal Inference: Identification, Estimation, and Application. %A Xiang Zhou %A Yu Xie %B Sociological Methods & Research %V 45 %P 3-40 %G eng %U http://journals.sagepub.com/doi/abs/10.1177/0049124114555199 %N 1 %0 Journal Article %J Proceedings of the National Academy of Sciences %D 2015 %T Assortative Mating without Assortative Preference %A Yu Xie %A Siwei Cheng %A Xiang Zhou %B Proceedings of the National Academy of Sciences %V 112 %P 5974-5978 %G eng %U http://www.pnas.org/content/112/19/5974.short %N 19 %0 Journal Article %J Sociological Methodology %D 2015 %T Shrinkage Estimation of Log Odds Ratios for Comparing Mobility Tables. %A Xiang Zhou %B Sociological Methodology %V 45 %P 320-356 %G eng %U http://journals.sagepub.com/doi/abs/10.1177/0081175015570097?journalCode=smxa %N 1 %0 Journal Article %J Proceedings of the National Academy of Sciences %D 2014 %T Income Inequality in Today’s China %A Yu Xie %A Xiang Zhou %B Proceedings of the National Academy of Sciences %V 111 %P 6928-6933 %G eng %U http://www.pnas.org/content/111/19/6928.short %N 19 %0 Journal Article %J China Economic Review %D 2014 %T Are Poverty Rates Underestimated in China? New Evidence from Four Recent Surveys %A Chunni Zhang %A Qi Xu %A Xiang Zhou %A Xiaobo Zhang %A Yu Xie %B China Economic Review %V 31 %P 410-425 %G eng %U http://www.sciencedirect.com/science/article/pii/S1043951X14000650 %0 Journal Article %J Social Forces %D 2014 %T Increasing Returns to Education, Changing Labor Force Structure, and the Riseof Earnings Inequality in Urban China, 1996-2010 %A Xiang Zhou %B Social Forces %V 93 %P 429-455 %G eng %U https://muse.jhu.edu/article/560452/summary %N 2 %0 Journal Article %J Proceedings of the National Academy of Sciences %D 2012 %T Modeling Individual-level Heterogeneity in Racial Residential Segregation %A Yu Xie %A Xiang Zhou %B Proceedings of the National Academy of Sciences %V 109 %P 11646-11651 %G eng %U http://www.pnas.org/content/109/29/11646.short %N 29 %0 Journal Article %J Sociological Methodology %D 2012 %T A Nonparametric Index of Stratification %A Xiang Zhou %B Sociological Methodology %V 42 %P 365-388 %G eng %N 1 %0 Journal Article %J Optics Communications %D 2008 %T Behavior of quantum coherence of Ξ-type four-level atom under bang–bang control %A Yanhui Wang %A Liang Hao %A Xiang Zhou %A Guilu Long %B Optics Communications %V 281 %P 4793-4799 %G eng %U http://www.sciencedirect.com/science/article/pii/S0030401808005737 %N 18