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Pages
Douglas Nychka
About me
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Posts
portfolio
LatticeKrig: Multiresolution Kriging Based on Markov Random Fields
Published:
Methods for the interpolation and smoothing of large spatial datasets.
fields R package: Tools for Spatial Data
Published:
For curve, surface and function fitting with an emphasis on splines, spatial data and spatial statistics. Includes methods for summaries and plotting along with support for sparse algorithms for large data sets. 
publications
Spatiotemporal hierarchical Bayesian modeling of tropical ocean surface winds
Published in , 2024
Spatiotemporal hierarchical Bayesian modeling of tropical ocean surface winds
Published in Journal of the American Statistical Association, 2001
This paper is one of the first applications of a Bayesian hierarchical model to a large geophysical problem. Research was done while Chris Wikle was a post doc at NCAR and Mark Berliner was the Statistics Project lead.
Recommended citation: *As bibtex* http://dnychka.github.io/files/wikle2001spatiotemporal.pdf
talks
Fast methods for conditional simulation
Published: