‌Under Review/In Revision

(Note: * denotes students/postdocs advised/co-advised, # denotes visiting students advised/co-advised)

  1. Li, Y.* and Sun, Y. (2020), “DeepKriging: Spatially dependent deep neural networks for spatial prediction,” under review.Visualization of Covariance
  2. Huang, H., Sun, Y. and Genton, M. G. (2020), "Structures for multivariate spatio-temporal random fields," under review.
  3. Lee, J.*, Sun, Y. and Wang, H. (2020), "Spatial cluster detection with threshold quantile regression," under review.
  4. Wang, W.*, Sun, Y. and Wang, H. (2020), "Latent group detection in functional partially linear regression models," under review.
  5. Hong, Y.#, Abdulah, S.*, Genton, M., and Sun, Y. (2020), "Efficiency assessment of approximated spatial predictions for large datasets,” under review.
  6. Abdulah, S.*, Li, Y.*, Cao, J., Ltaief, H., Keyes, D., Genton, M., and Sun, Y. (2020), “Exact Gaussian simulations, likelihood inference and origins for large-scale spatial datasets with ExaGeoStatR,” under review.
  7. Li, Y.* and Sun, Y. (2020), “Multi-site high-frequency stochastic precipitation generator using censored skew-symmetric distributions,” Spatial Statistics, in revision.
  8. Euan, C.*, Sun, Y. and Reich, B. (2020), "Statistical analysis of multi-day solar irradiance using a threshold time series model", under review.
  9. Qadir, G.*, Sun, Y. and Kurtek, S. (2020), "Estimation of spatial deformation for non-stationary processes via variogram alignment," Technometrics, in revision.
  10. Qadir G.*, Euan, C.* and Sun, Y. (2020), "Flexible modeling of variable asymmetries in cross-covariance functions for multivariate random fields,"  Journal of Agricultural, Biological and Environmental Statistics, in revision.
  11. Agarwal, G.*, Tu, W., Sun, Y., and Kong, L. (2020), "Flexible quantile contours for multivariate functional data: beyond convexity," under review.