Publications

Preprints

Peer Reviewed Publications

1. Xu, S. G. and Reich, B. J. (2021+). Bayesian Non-parametric Quantile Process Regression and Estimation of Marginal Quantile Effects, In press. Biometrics.
   DOI arXiv Github Data
2. Xu, S. G., Kong, S., and Asgharzadeh, Z. (2021). Wildfire Detection Using Streaming Satellite Imagery. Proceedings of the 2021 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).
   DOI PDF Github Data
3. Mollan, K.R., Pence, B.W., Xu, S., Edwards, J.K., Mathews, W.C., O’Cleirigh, C., Crane, H.M., Eaton, E.F., Collier, A.C., Weideman, A.M.K. and Westreich, D., (2021). Transportability from Randomized Trials to Clinical Care: On Initial HIV Treatment with Efavirenz and Suicidal Thoughts or Behaviors.American Journal of Epidemiology.
   DOI Github

Technical Reports

1. Review of Simultaneous Quantile Regression Methods.
2. Longitudinal Study of Drilanzaping, A Case Study.
3. Revisiting Wild Boostrap for Quantile Regression Estimator.
4. Robust Bayesian Forecasting with State-space Model.