References
Books
- Kutoyants, Y.A. (1998) Statistical Inference for Spatial
Poisson Processes Springer
- Wackernagel, H. (1998) Multivariate Geostatistics Springer.
- Bailey, T.C. and Gatrell, A.C. (1995) Interactive Spatial Data
Analysis Longman, Essex
- Elliott, Cuzick, English, Stern. eds (1992) Geographical and Environmental Epidemiology: Methods for Small Area Studies.
- Griffith, D.A. (1993) Spatial Regression analysis on the
PC: Spatial Statistics using SAS Assoc. of American
Geographers.
- Haining, Robert (1990) Spatial data analysis in the social and
environmental sciences Cambridge university press.
- Isaaks, E.H. and Srivastava, R.M. (1989) An Introduction to
Applied Geostatistics
- Journel, A.G. (1989) Fundamentals of Geostatistics in Five
Lessons American Geophysical Union: Short Course in Geology:
Volume 8
- Journel, Huijbregts (1978) Mining Geostatistics
- Odland, J. (1988) Spatial Autocorrelation SAGE
Publications
- Griffith, D.A. (1987) Spatial Autocorrelation Resource
Publications in Geography
- Cliff, A.D. and Ord, J.K. (1981) Spatial Processes-Models
and Applications Pion Limited, London.
- Ripley, B.D. (1981) Spatial Statistics Wiley.
- Unwin, D. (1981) Introductory Spatial Analysis Methuen &
Co.
Reference papers for testing autocorrelation
- Kelejian, H.H., and I. R. Prucha (1999) "On the Asymptotic
Distribution of the Moran I Test Statistic with Applications".
Working paper can be found at
http://www.bsos.umd.edu/econ/papers.html
- Waldhor, T. (1996) "The spatial Autocorrelation coefficient Moran's I
under heteroscedasticity" Statistics in Medicine , Vol 15, 887-892.
- Vasiliev, I.R. (1996) "Visualization of spatial dependence: an
elementary view of spatial autocorrelation" in The Practical
Handbook of Spatial Statistics
- Schmoyer, R.L. (1994) "Permutation Tests for Correlation in
Regrssion Errors" JASA 89, 1507-1516
Reference papers for estimating variograms
- Basu, S., Gunst, R., Guertal, E. and Hartfield, M (1997) "The
effects of influention observations on sample semivariograms"
Jorunal of Agricultural, Biological, and Environmental Statistics
Vol 2, 490-512.
- Zimmerman, D.L. and Zimmerman, M.B. (1991) "A Monte Carlo
comparison of spatial semivariogram estimators and corresponding
ordinary kriging predictors" Technometrics Vol 33 77-91.
- Cressie, N. and Hawkins, D.M. (1980) "Robust estimation of the
variogram" Journal of the international association for
mathematical geology, Vol 12, 115-125.
Reference papers for anisotropy
- Zimmerman, D.L. (1993) "Another Look at Anisotropy in
Geostatistics" Mathematical Geology Vol 25
453-471.
Reference papers for kriging
- Barry, R.P. and Ver Hoef, J.M. (1996) "Blackbox Kriging:
Spatial Prediction Without Specifying Variogram Models" Journal
of Agricultural, Biological and Environmental Statistics 1,
297-322.
Reference papers discussing negative kriging weights
- Herzfeld, U.C. (1987) "A Note on Programs Performing Kriging
with Nonnegative Weights" Mathematical Geology Vol 21
391-393.
- Szidarovsky, F., Baafi, E. Y., and Kim, Y.C., (1987) "Kriging
Without Negative Weights" Mathematical Geology Vol 19
549-559.
- Baafi, E.Y., and Szidarovsky, F. (1986) "On nonegative weights of
linear kriging estimation" Mining Engineering 437-442.
- Barnes, R.J. and Johnson, T.B. (1984) "Positive Kriging"
Geostatistics for Natural Resources Characterization, Part 1
eds. G. Verly et al. 231-244.
Reference papers for spatial sampling
- Pettitt, A.N. (1993) "Sampling Designs for Estimating Spatial
Variance Components" Applied Statistics: Journal of the Royal
Statisitical Society 42, 185-209