Yi Qian
BA (Harvard), MA (Harvard), Ph.D. (Harvard)
Full Professor, Marketing and Behavioural Science Division
Fred Siller Professorship
Selected publications
- Qian, Yi, Anthony Koschmann, and Hui Xie, “A Practical Guide to Endogeneity Correction Using Copulas,” NBER Working Paper 32231. forthcoming at the Journal of Marketing. https://doi.org/10.1177/00222429251410844
- Guo, Lulu, Yi Qian, Diane Lacaille, and Hui Xie, "A Latent-factor MCACE Model for Multidimensional Outcomes and Treatment Noncompliance with Application to a Longitudinal Trial of Arthritis Health Journal", forthcoming at the Statistics in Medicine. DOI: 10.1002/sim.70532
- * Yang, Fan, Yi Qian, and Hui Xie # (2025), “Addressing Endogeneity Using a Two-stage Copula Generated Regressor Approach,” NBER Working Paper 29708. forthcoming at the Journal of Marketing Research. Accepted on Oct. 10, 2024. https://doi.org/10.1177/00222437241296453
- * Qian, Yi and Hui Xie # (2024), “Correcting Regressor-Endogeneity Bias via Instrument-free Joint Estimation using Semiparametric Odds Ratio Models,” Journal of Marketing Research 61(5): 914-936. https://doi.org/10.1177/00222437231195577
- * Qian, Yi and Hui Xie # (2022), “Simplifying Bias Correction for Selective Sampling: A Unified Distribution-Free Approach to Handling Endogenously Selected Samples," Marketing Science. 41(2):336-360. https://pubsonline.informs.org/doi/pdf/10.1287/mksc.2021.1330