Rui Miao
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* These authors contributed equally to the manuscript.

Statistical Research

  1. Miao, R., Qi, Z., Shi, C., and Lin, L. (2023) Personalized pricing with invalid instrumental variables: Identification, estimation, and policy learning. [arXiv]

  2. Miao, R., Qi, Z., and Zhang, X. (2022). Off-Policy Evaluation for Episodic Partially Observable Markov Decision Processes under Non-Parametric Models. Advances in Neural Information Processing Systems (NeurIPS). [arXiv]

  3. Qi, Z*., Miao, R.*, and Zhang, X. (2022). Proximal Learning for Individualized Treatment Regimes under Unmeasured Confounding. Journal of the American Statistical Association (Theory and Methods).
    [arXiv] [code]

  4. Miao, R., Zhang, X., and Wong, R. K. W. (2021+). A Wavelet-Based Independence Test for Functional Data with an Application to MEG Functional Connectivity. Journal of the American Statistical Association (Theory and Methods).
    2021 ICSA Student Paper Award.
    [DOI] [code]

  5. Miao, R., Xue, W., and Zhang, X. (2022). Average Treatment Effect Estimation in Observational Studies with Functional Covariates. Statistics and Its Interface, 15(2): 237-246.
    [DOI] [code]

Cross-Disciplinary Research

  1. Wigerblad, G, …, Miao, R., … (2023) Spleen tyrosine kinase inhibition restores myeloid homeostasis in COVID-19. Science Advances

  2. Rogers, T., Greenbaum, A. B., Babaliaros, V. C., Foerst, J. R., Khan, J. M., Bruce, C., Stine, A. M., Satler, L. F., Perdoncin, E., Gleason, P. T., Lisko, J. C., Tian, X., Miao, R., Sachdev, V., Chen, M. Y., and Lederman, R. J. (2022). Transcatheter Mitral Cerclage Ventriculoplasty: From Bench to Beside. JACC: Cardiovascular Intervention, 15(12): 1249-1263.

  3. Strich, J. R., Warner, S., Tian, X., Miao, R., Ramos-Benitez, M., Reger, R., Chakraborty, M., Wong, S., Saxena, A., McCoy, P. J., Kanthi, Y., Chertow, D. S., Suffredini, A. F., Nathan, S. D., and Childs, R. W. (2022). Fostamatinib Reduces Innate Neutrophil Activation in Hospitalized Patients with COVID-19. International Conference of the American Thoracic Society.

  4. Domanski, M. J., Wu, C. O., Tian, X., Hasan, A., Ma, X., Huang, Y., Miao, R., Reis, J. P., Bae, S., Husain, A., J. Jr., D. R., Allen, N. B., Lee, M.-L. T., Hong, C. C., Farkouh, M., Lloyd-Jones, D. M., and Fuster, V. (2021+). Association of Incident Cardiovascular Disease and Cumulative Exposure to Multiple Risk Factors. Journal of the American College of Cardiology.