Pushing the Limit: A Hybrid Parallel Implementation of the Multi-resolution Approximation for Massive Data

Huang Huang, Lewis R. Blake, Dorit M. Hammerling

The multi-resolution approximation (MRA) of Gaussian processes was recently proposed to conduct likelihood-based inference for massive spatial data sets. An advantage of the method…