Publications

  1. (Revising) Sun, X., Zhong, W., and Ma, P. (2018+) An asympirical smoothing parameters selection approach for smoothing spline ANOVA models in large samples. (2018 ASA Student Paper Award, Statistical Computing and Graphics Section)

  2. (Submitted) Liu, Y., Sun, X., Zhong, W. and Li, B., (2018+) B-scaling: a novel nonparametric data fusion method.

  3. Sun, X., Du, P., Wang, X., and Ma, P. (2018) Optimal penalized function-on-function regression under a reproducing kernel Hilbert space framework. Journal of the American Statistical Association, 0(0),1-11. (2017 ASA Student Paper Award Finalist, Nonparametric Statistics Section)

  4. Sun, X., Dalpiaz, D., Wu, D., Liu, J. S., Zhong, W., and Ma, P. (2016) Statistical inference for time course RNA-Seq data using a negative binomial mixed-effect model. BMC Bioinformatics,17,324.

  5. Ma, P., and Sun, X. (2015) Leveraging for big data regression. Wiley Interdisciplinary Reviews: Computational Statistics, 7(1),70–76.

  6. Kim, D.-H., Xiao, Z., Kwon, S., Sun, X., Ryerson, D., Tkac, D., Ma, P., Wu, S.-Y., Chiang, C.-M., Zhou, E., et al. (2015) A dysregulated acetyl/SUMO switch of FXR promotes hepatic inflammation in obesity. The EMBO Journal, 34(2), 184–199.

  7. Ji, L., Sasaki, T., Sun, X., Ma, P., Lewis, Z. A., and Schmitz, R. J. (2014) Methylated DNA is over-represented in whole-genome bisulfite sequencing data. Frontiers in Genetics, 5(341).

  8. Seok, S., Fu, T., Choi, S.-E., Li, Y., Zhu, R., Kumar, S., Sun, X., Yoon, G., Kang, Y., Zhong, W., et al. (2014) Transcriptional regulation of autophagy by an FXR-CREB axis. Nature, 516(7529),108–111.