Incorporating Subsampling into Bayesian Models for High-Dimensional Spatial Data
Author:
Affiliation:
1. Department of Statistics, Florida State University, 117 N. Woodward Ave., Tallahassee, FL 32306
2. Corresponding author. Department of Statistics, Florida State University, 117 N. Woodward Ave., Tallahassee, FL 32306
Publisher
Institute of Mathematical Statistics
Reference81 articles.
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3. Besag, J. (1974). “Spatial interaction and the statistical analysis of lattice systems.” Journal of the Royal Statistical Society: Series B (Methodological), 36(2): 192–225.
4. Cressie, N. and Johannesson, G. (2008). “Fixed rank Kriging for very large spatial data sets.” Journal of the Royal Statistical Society: Series B (Statistical Methodology), 70(1): 209–226.
5. Heaton, M. J., Christensen, W. F., and Terres, M. A. (2017). “Nonstationary Gaussian process models using spatial hierarchical clustering from finite differences.” Technometrics, 59(1): 93–101.
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