Comments on: Data science, big data and statistics

Abhirup Datta, Sudipto Banerjee, Andrew O. Finley, Alan E. Gelfand, Hierarchical Nearest-Neighbor Gaussian Process Models for Large Geostatistical Datasets. Journal of the American Statistical Association. ,vol. 111, pp. 800- 812 ,(2016) , 10.1080/01621459.2015.1044091

Ying Sun, Marc G. Genton, Douglas W. Nychka, Exact fast computation of band depth for large functional datasets: How quickly can one million curves be ranked? Stat: The ISI's Journal for the Rapid Dissemination of Statistics Research. ,vol. 1, pp. 68- 74 ,(2012) , 10.1002/STA4.8

Ronald E. Gangnon, Murray K. Clayton, Likelihood‐based tests for localized spatial clustering of disease Environmetrics. ,vol. 15, pp. 797- 810 ,(2004) , 10.1002/ENV.662

Douglas Nychka, Soutir Bandyopadhyay, Dorit Hammerling, Finn Lindgren, Stephan Sain, A Multi-resolution Gaussian process model for the analysis of large spatial data sets Journal of Computational and Graphical Statistics. ,vol. 24, pp. 579- 599 ,(2015) , 10.1080/10618600.2014.914946

Marc G. Genton, Stefano Castruccio, Paola Crippa, Subhajit Dutta, Raphaël Huser, Ying Sun, Sabrina Vettori, Visuanimation in statistics Stat. ,vol. 4, pp. 81- 96 ,(2015) , 10.1002/STA4.77

Ying Sun, Marc G. Genton, Adjusted functional boxplots for spatio-temporal data visualization and outlier detection † Environmetrics. ,vol. 23, pp. 54- 64 ,(2012) , 10.1002/ENV.1136

Huang Huang, Ying Sun, Hierarchical Low Rank Approximation of Likelihoods for Large Spatial Datasets Journal of Computational and Graphical Statistics. ,vol. 27, pp. 110- 118 ,(2018) , 10.1080/10618600.2017.1356324

Carolina Euán, Hernando Ombao, Joaquín Ortega, The Hierarchical Spectral Merger Algorithm: A New Time Series Clustering Procedure Journal of Classification. ,vol. 35, pp. 71- 99 ,(2018) , 10.1007/S00357-018-9250-5

Junho Lee, Ronald E. Gangnon, Jun Zhu, Cluster detection of spatial regression coefficients. Statistics in Medicine. ,vol. 36, pp. 1118- 1133 ,(2017) , 10.1002/SIM.7172

Weiyi Xie, Sebastian Kurtek, Karthik Bharath, Ying Sun, A Geometric Approach to Visualization of Variability in Functional Data Journal of the American Statistical Association. ,vol. 112, pp. 979- 993 ,(2017) , 10.1080/01621459.2016.1256813