Marc Genton Publications
Overview
Book
Genton, M. G. (2004), Skew-Elliptical Distributions and Their Applications: A Journey Beyond Normality, Edited Volume, Chapman & Hall / CRC, Boca Raton, FL, 416 pp.
Surface Boxplots (zipped file)
2024
Hu, Z., Tong, T., and Genton, M. G. (2024), "A pairwise Hotelling method for testing high-dimensional mean vectors,"Statistica Sinica, 34, 229-256.
Mondal, S., Arellano-Valle, R. B., and Genton, M. G. (2024), "The multivariate modified skew-normal distribution,"Statistical Papers, 65, 511-555.
Mondal, S., and Genton, M. G. (2024), "A multivariate skew-normal-Tukey-h distribution," Journal of Multivariate Analysis, 200:105260.
Pan, Q., Abdulah, S., Genton, M. G., Keyes, D. E., Keyes, D. E.Ltaief, H., and Sun, Y.Sun, Y., (2024), "GPU-accelerated Vecchia approximations of Gaussian processes for geospatial data using batched matrix computations," ISC High Performance, to appear.
Qu, Z., Dai, W., and Genton, M. G. (2024), "Robust two-layer partition clustering of sparse multivariate functional data," Econometrics and Statistics, to appear.
Wang, K., Karling, M., Arellano-Valle, R. B., and Genton, M. G. (2024), "Multivariate unified skew-t distribution and their properties," Journal of Multivariate Analysis, to appear.
Zhang, J., Crippa, P., Genton, M. G., and Castruccio, S. (2024), "Sensitivity analysis of wind energy resources with Bayesian non-Gaussian and non-stationary functional ANOVA,"Annals of Applied Statistics, 18, 23-41.
Zhang, X., Abdulah, S., Ltaief, H., Sun, Y., Genton, M. G., and Keyes, D. E. (2024), "Parallel approximations for high-dimensional multivariate normal probability computation in confidence region detection applications," IEEE International Parallel and Distributed Processing Symposium, to appear.