Kernel density estimation with geographically masked points

2009 17th International Conference on Geoinformatics, Geoinformatics 2009

Volumn , Issue , 2009, Pages

  Shi, Xun ^a   Alford Teaster, Jennifer ^a   Onega, Tracy ^b  

^a Dartmouth College   (United States)

^b DARTMOUTH MEDICAL SCHOOL   (United States)

Author keywords

Dithering; Geographic masking; Health geography; Kernel density estimation; Point pattern analysis

Indexed keywords

A-DENSITY; CLUSTER DETECTION; CORRELATION COEFFICIENT; DENSITY SURFACES; KERNEL DENSITY ESTIMATION; NEW HAMPSHIRE; PEARSON'S CORRELATION COEFFICIENTS; POINT PATTERN ANALYSIS; SIMULATED DATA; SPATIAL PATTERNS;

ESTIMATION; HEALTH;

BANDWIDTH;

EID: 74349115802     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/GEOINFORMATICS.2009.5292881     Document Type: Conference Paper

References (7)

1. M. P. Armstrong, G. Rushton, and D. L. Zimmerman, "Geographically masking health data to preserve confidentiality," Statistics in Medicine, vol. 18, pp. 497-525, 1999.
2. M. Leitner and A Curtis, "A first step towards a framework for presenting the location of confidential point data on maps - results of an empirical perceptual study," International Journal of Geographical Information Science, vol. 20, pp. 813-822, August 2006.
3. M.-P. Kwan, I. Casas, and B. C. Schmitz, "Protection of geoprivacy and accuracy of spatial infomration: How effective are geographical masks?" Cartographica, vol 39, pp. 15-28, 2004.
4. S. Openshaw, M. Charlton, C. Wymer, and A. Craft, "Developing a mark 1 Geographical Analysis Machine for the automated analysis of point data sets," International Journal of Geographical Information Systems, vol 1, pp. 335-358, 1987.
5. G. Rushton and P. Lolonis, "Exploratory Spatial Analysis of Birth Defect Rates in an Urban Population," Statistics in Medicine vol 15, pp. 717-726, 1996.
6. A. S. Fotheringham and F. B. Zhan, "A comparison of three exploratory methods for cluster detection in spatial point patterns," Geographical Analysis, vol. 28, pp. 200-218, 1996.
7. J. E. Dobson, E. A. Bright, P. R. Coleman, R.C. Durfee, and B. A. Worley, "LandScan: A global population database for estimating populations at risk", Photogrammetric Engineering & Remote Sensing, vol 66, pp. 849-857, 2000.