A test for robust detection of residual spatial autocorrelation with application to mortality rates in Sweden

Spatial Statistics

Volumn 14, Issue , 2015, Pages 365-381

  Holmberg, Henrik ^a,b   Häggström Lundevaller, Erling ^a,b  

^a UMEÅ UNIVERSITY   (Sweden)

^b UMEÅ UNIVERSITY   (Sweden)

Author keywords

Spatial autocorrelation; Spatial statistics; Statistical tests

Indexed keywords

EID: 84949096722     PISSN: 22116753     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.spasta.2015.07.001     Document Type: Article

References (16)

1. Bivand, R.S., 2011. contributors, spdep: Spatial dependence: weighting schemes, statistics and models, Version: 0.5-43.
2. Bivand R.S., Pebesma E.J., Gomez-Rubio V. Applied Spatial Data Analysis with R 2008, Springer, NY.
3. Cliff A., Ord K. Testing for spatial autocorrelation among regression residuals. Geogr. Anal. 1972, 4:267-284. 10.1111/j.1538-4632.1972.tb00475.x.
4. Cliff A., Ord J. Spatial Autocorrelation 1973, Pion, London.
5. Cliff A.D., Ord J.K. Spatial Processes: Models and Applications 1981, Pion, London.
6. Häggström Lundevaller E., Laitila T. Test of random subject effects in heteroskedastic linear models. Biom. J. 2002, 44.
7. Jackson M., Huang L., Xie Q., Tiwari R. A modified version of Moran's I. Int. J. Health Geogr. 2010, 9:33.
8. Jacqmin-Gadda H., Commenges D., Nejjari C., Dartigues J. Tests of geographical correlation with adjustment for explanatory variables: An application to dyspnoea in the elderly. Stat. Med. 1997, 21:359-370.
9. Kelejian H.H., Prucha I.R. On the asymptotic distribution of the moran i test statistic with applications. J. Econometrics 2001, 219-257.
10. Malmberg G., Nilsson L.-G., Weinehall L. Longitudinal data for interdisciplinary ageing research. Design of the Linnaeus Database. Scand. J. Public Health 2010, 761-767.
11. Moran P.A.P. Notes on continuous stochastic phenomena. Biometrika 1950, 37:17-23.
12. Oden N. Adjusting Moran's I for population density. Stat. Med. 1995, 14:17-26.
13. Schabenberger O., Gotway C.A. Statistical Methods for Spatial Data Analysis 2005, Chapman & Hall, London.
14. Song C., Kulldorff M. Tango's maximized excess events test with different weights. Int. J. Health Geogr. 2005, 4:32.
15. Waldhör T. The spatial autocorrelation coefficient Moran's I under heteroscedasticity. Stat. Med. 1996, 15:887-892.
16. White H. A heteroskedastic-consistent covariance matrix estimator and a direct test for heteroskedasticity. Econometrica 1980, 48:817-838.