The VARIOGRAM Procedure

References

  • Anselin, L. (1996). “The Moran Scatterplot as an ESDA Tool to Assess Local Instability in Spatial Association.” In Spatial Analytical Perspectives on GIS, edited by M. Fischer, H. Scholten, and D. Unwin, 111–125. London: Taylor & Francis.

  • Banerjee, S., Carlin, B. P., and Gelfand, A. E. (2004). Hierarchical Modeling and Analysis for Spatial Data. Boca Raton, FL: Chapman & Hall/CRC.

  • Chilès, J. P., and Delfiner, P. (1999). Geostatistics: Modeling Spatial Uncertainty. New York: John Wiley & Sons.

  • Christakos, G. (1992). Random Field Models in Earth Sciences. New York: Academic Press.

  • Cliff, A. D., and Ord, J. K. (1981). Spatial Processes: Models and Applications. London: Pion Ltd.

  • Cressie, N. (1985). “Fitting Variogram Models by Weighted Least Squares.” Mathematical Geology 17:563–570.

  • Cressie, N. (1993). Statistics for Spatial Data. Rev. ed. New York: John Wiley & Sons.

  • Cressie, N., and Hawkins, D. M. (1980). “Robust Estimation of the Variogram: I.” Mathematical Geology 12:115–125.

  • Deutsch, C. V., and Journel, A. G. (1992). GSLIB: Geostatistical Software Library and User’s Guide. New York: Oxford University Press.

  • Geary, R. C. (1954). “The Contiguity Ratio and Statistical Mapping.” Incorporated Statistician 5:115–145.

  • Goovaerts, P. (1997). Geostatistics for Natural Resources Evaluation. New York: Oxford University Press.

  • Hohn, M. E. (1988). Geostatistics and Petroleum Geology. New York: Van Nostrand Reinhold.

  • Jian, X., Olea, R. A., and Yu, Y.-S. (1996). “Semivariogram Modeling by Weighted Least Squares.” Computers and Geosciences 22:387–397.

  • Journel, A. G., and Huijbregts, C. J. (1978). Mining Geostatistics. New York: Academic Press.

  • Matheron, G. (1963). “Principles of Geostatistics.” Economic Geology 58:1246–1266.

  • Moran, P. A. P. (1950). “Notes on Continuous Stochastic Phenomena.” Biometrika 37:17–23.

  • Olea, R. A. (1999). Geostatistics for Engineers and Earth Scientists. Boston: Kluwer Academic.

  • Olea, R. A. (2006). “A Six-Step Practical Approach to Semivariogram Modeling.” Stochastic Environmental Research and Risk Assessment 20:307–318.

  • Schabenberger, O., and Gotway, C. A. (2005). Statistical Methods for Spatial Data Analysis. Boca Raton, FL: Chapman & Hall/CRC.

  • Stein, M. L. (1988). “Asymptotically Efficient Prediction of a Random Field with a Misspecified Covariance Function.” Annals of Statistics 16:55–63.