Computation of spatial covariance matrices

Journal of Computational and Graphical Statistics

Volumn 14, Issue 1, 2005, Pages 155-167

  Clifford, David ^a  

^a CSIRO   (Australia)

Author keywords

Agricultural field trial; Change of support; De Wijs process; Fairfield Smith data; Loi du terroir; Spatial covariance function

Indexed keywords

EID: 15944372666     PISSN: 10618600     EISSN: None     Source Type: Journal    
DOI: 10.1198/106186005X27626     Document Type: Article

References (16)

1. Carroll, S. S., Day, G. N., Cressie, N., and Carroll, T. R. (1995), "Spatial Modelling of Snow Water Equivalent Using Airborne and Ground-Based Snow Data," Environmetrics, 6, 127-139.
2. Cochran, W. G. (1937), "A Catalogue of Uniformity Trial Data," Supplement to the Journal of the Royal Statistical Society, 4, 233-253.
3. de Wijs, H. J. (1951), "Statistics of Ore Distribution. Part I: Frequency Distribution of Assay Values," Journal of the Royal Netherlands Geological and Mining Society, 13, 365-375, New Series.
4. _ (1953), "Statistics of Ore Distribution. Part II: Theory of Binomial Distribution Applied to Sampling and Engineering Problems," Journal of the Royal Netherlands Geological and Mining Society, 15, 125-124, New Series.
5. Fairfield Smith, H. (1938), "An Empirical Law Describing Heterogeneity in the Yields of Agricultural Crops," Journal of Agricultural Science, 28, 1-23.
6. Forrey, R. C. (1997), "Computing the Hypergeometric Function," Journal of Computational Physics, 137, 79-100.
7. Gelfand, A. E., Zhu, L., and Carlin, B. P. (2001), "On the Change of Support Problem for Spatio-Temporal Data," Biostatistics, 2, 31-45.
8. Ghosh, B. (1951), "Random Distances Within a Rectangle and Between Two Rectangles," Bulletin of the Calcutta Mathematical Society, 43, 17-24.
9. Gotway, C. A., and Young, L. J. (2002), "Combining Incompatible Spatial Data," Journal of the American Statistical Association, 97, 632-648.
10. Mathai, A. M. (1999), An Introduction to Geometrical Probability: Distributional Aspects with Applications, New York: Gordon and Breach.
11. McCullagh, P., and Clifford, D. (2005), "How Oats and Beans and Barley Grow," Journal of the Royal Statistical Society, Ser. C, under review.
12. Moshier, S. L. (1989), Methods and Programs for Mathematical Functions, Englewood Cliffs, NJ: Prentice-Hall.
13. Neider, J. A., and Mead, R. (1965), "A Simplex Method for Function Minimization," Computer Journal, 7, 308-313.
14. Press, W. H., Teukolsky, S. A., Vetterling, W. T., and Flannery, B. P. (1992), Numerical Recipes in C: The Art of Scientific Computing (2nd ed.), Cambridge: Cambridge University Press.
15. R Development Core Team (2003), R: A Language and Environment for Statistical Computing, Vienna, Austria: R Foundation for Statistical Computing. Available online at http://www.R-project.org.
16. Stein, M. L. (1999), Interpolation of Spatial Data: Some Theory for Kriging, New York: Springer.