sunwards
Ying Sun (CV)
Postdoctoral Researcher
Office: SAMSI 226
Email: sunwards@samsi.info
Education
Ph.D. Texas A&M University, College Station, August 2011
Dissertation: Inference and Visualization of Periodic Sequences
Advisors: Marc G. Genton and Jeffrey D. Hart
Research Interests
- Spatial and spatio-temporal statistics
- Climate model uncertainty quantification
- Complex data visualization
- Statistics of extremes
- Time series analysis
- Meteorological and environmental applications
Publications
- Cooley, D., Cisewski, J., Erhardt, R. J., Jeon, S., Mannshardt, E., Omolo B. O., and Sun, Y. (2012), "A survey of spatial extremes: measuring spatial dependence and modeling spatial effects," REVSTAT, 10, 135-165.
- Sun, Y., and Genton, M. G. (2012), "Functional median polish,'' Journal of Agricultural, Biological, and Environmental Statistics, to appear.
- Apanasovich, T. V., Genton, M. G. and Sun, Y. (2012) " A valid Matern class of cross-covariance functions for multivariate random fields with any number of components,'' Journal of the American Statistical Association, to appear.
- Sun, Y., and Genton, M. G. (2012), "Adjusted functional boxplots for spatio-temporal data visualization and outlier detection," Environmetrics, 23, 54-64.
- Sun, Y., Li, B., and Genton, M. G. (2012), "Geostatistics for large datasets," in Space-Time Processes and Challenges Related to Environmental Problems'', E. Porcu, J. M. Montero, M. Schlather (eds), Springer, Chapter 3, Vol. 207, Chapter 3, 55-77.
- Sun, Y., Hart, J. D. and Genton, M. G. (2012), "Nonparametric inference for periodic sequences,'' Technometrics, 54, 83-96.
- Sun, Y., and Genton, M. G. (2011), "Functional boxplots," Journal of Computational and Graphical Statistics, 20, 316-334.
- Xie, Y., Zhao, K., Sun, Y. and Chen, D. (2010) "Gaussian processes for traffic flow modeling and forecasting,'' Journal of the Transportation Research Board, 2165, 69-78.
- Sun, Y., and Lu, X. (2006) "A New Method in the Construction of Two-level Fractional Factorial Designs,'' Proceedings of the Fifth International Conference on Information and Management Sciences, Chengdu, China, 512-520.