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Data-Adaptive Multivariate Density Estimation Using Regular Pavings, With Applications to Simulation-Intensive Inference
(University of Canterbury. School of Mathematics and Statistics, 2013)
A regular paving (RP) is a finite succession of bisections that partitions a multidimensional box into sub-boxes using a binary tree-based data structure, with the restriction that an existing sub-box in the partition may ...
Statistical Regular Pavings and their Applications
(University of Canterbury. Department of Mathematics and Statistics, 2013)
We propose using statistical regular pavings (SRPs) as an efficient and adaptive statistical data structure for processing massive, multi-dimensional data. A regular paving (RP) is an ordered binary tree that recursively ...