Under Review or In Revision
Overview
1. Nag, P.*, Sun, Y. and Reich, B. (2024), "Bivariate DeepKriging for large-scale spatial interpolation of wind fields," Technometrics, in revision.
2. Jiménez-Varon, C., Sun, Y. and Shang, H. (2024), "Forecasting high-dimensional functional time series: Application to sub-national age-specific mortality," Journal of Computational and Graphical Statistics, in revision.
3. Jiménez-Varon, C., Harrou, F. and Sun, Y. (2024), "Pointwise data depth for univariate and multivariate functional outlier detection," Environmetrics, in revision.
4. Euan, C., Sun, Y. and Reich, B. (2024), “Regime-based precipitation modeling: a spatio-temporal approach,” Spatial Statistics, in revision.
5. Hong, Y.*, Yang, Y. and Sun, Y. (2024), "A nonstationary autologistic model for space-time data," Statistica Sinica, under review.
6. Chen, S.*, Abdulah, S.*, Sun, Y. and Genton, M. (2024), “On the impact of spatial covariance matrix ordering on tile low-rank estimation of Matern parameters,” Spatial Statistics, under review.
7. Jiménez-Varón, C.*, Sun, Y. and Li, T. (2024), “A semi-parametric estimation method for quantile coherence with an application to bivariate financial time series clustering,” Econometrics and Statistics, under review.
8. Qu, Z., Dai, W. Euan, C., Sun, Y. and Genton, M. “Exploratory functional data analysis,” Test, under review.
9. Oriona, A., Crujeiras, R. M. and Sun, Y. (2024), “Fuzzy clustering of circular time series based on a new dependence measure with applications to wind data,” Fuzzy Sets and Systems, under review.
10. Nag, P.*, Hong, Y.*, Abdula, S.*, Qadir, G.*, Genton, M. and Sun, Y., “Efficient large-scale nonstationary spatial covariance function estimation using convolutional neural networks,” Journal of Computational and Graphical Statistics, under review.
11. Jiménez-Varón, C.*, Lee, H., Genton, M. and Sun, Y. (2024), “Visualization and assessment of copula symmetry,” Journal of Computational and Graphical Statistics, under review.
12. Gonzalez, J.* and Sun, Y. “Integral Fractional Ornstein-Uhlenbeck process model for animal movement,” Journal of the American Statistical Association, under review.