Chengchun Shi

Gao, Y., Shi, C., & Song, R. (2023). Deep spectral Q-learning with application to mobile health. STAT, 12(1). https://doi.org/10.1002/sta4.564

Shi, C., Song, R., & Lu, W. (2021). Concordance and Value Information Criteria for Optimal Treatment Decision. Annals of Statistics, 49(1), 49–75. https://doi.org/10.1214/19-AOS1908

Shi, C., Song, R., Lu, W., & Li, R. (2021). Statistical Inference for High-Dimensional Models via Recursive Online-Score Estimation. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 116(535), 1307–1318. https://doi.org/10.1080/01621459.2019.1710154

Shi, C., Zhang, S., Lu, W., & Song, R. (2021, December 22). Statistical inference of the value function for reinforcement learning in infinite-horizon settings. JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, Vol. 12. https://doi.org/10.1111/rssb.12465

Shi, C., Lu, W., & Song, R. (2020). A Sparse Random Projection-Based Test for Overall Qualitative Treatment Effects. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 115(531), 1201–1213. https://doi.org/10.1080/01621459.2019.1604368

Shi, C., Song, R., Chen, Z., & Li, R. (2019). LINEAR HYPOTHESIS TESTING FOR HIGH DIMENSIONAL GENERALIZED LINEAR MODELS. ANNALS OF STATISTICS, 47(5), 2671–2703. https://doi.org/10.1214/18-AOS1761

Shi, C., Song, R., & Lu, W. (2019). ON TESTING CONDITIONAL QUALITATIVE TREATMENT EFFECTS. ANNALS OF STATISTICS, 47(4), 2348–2377. https://doi.org/10.1214/18-AOS1750

Shi, C., Lu, W., & Song, R. (2018). A Massive Data Framework for M-Estimators with Cubic-Rate. Journal of the American Statistical Association, 113(524), 1698–1709. https://doi.org/10.1080/01621459.2017.1360779

Shi, C., Song, R., Lu, W., & Fu, B. (2018). Maximin projection learning for optimal treatment decision with heterogeneous individualized treatment effects. JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 80(4), 681–702. https://doi.org/10.1111/rssb.12273

Shi, C., Song, R., & Lu, W. (2016). Robust learning for optimal treatment decision with NP-dimensionality. ELECTRONIC JOURNAL OF STATISTICS, 10(2), 2894–2921. https://doi.org/10.1214/16-ejs1178

Zhang, P., Qiu, Z. G., & Shi, C. C. (2016). simplexreg: An R package for regression analysis of proportional data using the simplex distribution. Journal of Statistical Software, 71(11), 1–21.