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stat.ME2016★ 1 cited
Total Variation Depth for Functional Data
Huang Huang, Ying Sun
There has been extensive work on data depth-based methods for robust multivariate data analysis. Recent developments have moved to infinite-dimensional objects such as functional d…
stat.ME2016
Hierarchical low rank approximation of likelihoods for large spatial datasets
Huang Huang, Ying Sun
Datasets in the fields of climate and environment are often very large and irregularly spaced. To model such datasets, the widely used Gaussian process models in spatial statis- ti…