Identification of GIS Attribute Error Using Exploratory Data AnalysisFootnote∗

∗The author would like to thank Bill Lloyd, Robert Cromley, Michael Goodchild, Luc Anselin, George Hepner, and Barbara Weightman for guidance and encouragement.

Literature Cited

• Anselin L R Dodson and S Hudak 1992 Linking GIS and spatial data analysis in practice Paper presented at the 32nd European Congress of the International Regional Science Association, Brussels, Belgium
   Google Scholar
• Anselin , L and Getis , A . 1992 . Spatial statistical analysis and geographic information systems . The Annals of Regional Science , 26 : 19 – 33 .
   Web of Science ®Google Scholar
• Brusegard , D and Menger , G . 1989 . “ Real data and real problems: Dealing with large spatial databases ” . In Accuracy of Spatial Databases , Edited by: Goodchild , M. F and Gopal , S . 177 – 86 . London : Taylor and Francis, Ltd .
   Google Scholar
• Dansby , B . 1992 . GIS data prompts government liability concerns . GIS World , 5 : 65
   Google Scholar
• Ding , Y and Fotheringham , S. A . 1991 . The Integration of Spatial Analysis and GIS: The Development of the STATCAS Module for ARC/INFO , Buffalo, NY : National Center for Geographic Information and Analysis .
   Google Scholar
• Dueker , G. T and Platt , J. T . 1990 . The role of automated data checks in the quality assurance of GIS databases . GIS/LIS '90 Proceedings , 1 : 264 – 71 .
   Google Scholar
• Fisher , P. F . 1989 . “ Knowledge-based approaches to determining and correcting areas of unreliability in geographic databases ” . In Accuracy of Spatial Databases , Edited by: Goodchild , M. F and Gopal , S . 45 – 54 . London : Taylor and Francis, Ltd .
   Google Scholar
• Foresman , T. W and Fain , M. A . 1991 . Taking the gamble out of a parcel layer . Geo Info Systems , 1 : 27 – 40 .
   Google Scholar
• Fotheringham S. A 1993 GIS and exploratory spatial data analysis Paper presented at the NCGIA workshop on Exploratory Spatial Data Analysis and GIS, Santa Barbara, CA
   Google Scholar
• Good , I. J . 1983 . The philosophy of exploratory data analysis . Philosophy of Science , 50 : 283 – 95 .
   Web of Science ®Google Scholar
• Haining , R . 1990 . Spatial Data Analysis in the Social and Environmental Sciences , Cambridge : Cambridge University Press .
   Google Scholar
• Haslett , J , Wills , G and Unwin , A . 1990 . SPIDER—An interactive statistical tool for the analysis of spatially distributed data . International Journal of Geographical Information Systems , 4 : 285 – 96 .
   Google Scholar
• Heideman , M. T and Angwin , G. T . 1992 . Data capture and quality control of digital map databases supporting pathfinding . GIS/LIS '92 Proceedings , 1 : 314 – 21 .
   Google Scholar
• Johnson , K. M . 1992 . Using statistical regression analysis to build three prototype GIS wildlife models . GIS/LIS '92 Proceedings , 1 : 374 – 86 .
   Google Scholar
• MacDougall , E. B . 1991 . Dynamic statistical visualization of geographic information systems . GIS/LIS '91 Proceedings , 1 : 158 – 65 .
   Google Scholar
• MacDougall , E. B . 1992 . Exploratory analysis, dynamic statistical visualization, and geographic information systems . Cartography and Geographic Information Systems , 19 : 237 – 46 .
   Web of Science ®Google Scholar
• MacEachren , A. M and Monmonier , M . 1992 . What's special about visualization . Cartography and Geographic Information Systems , 19 : 197 – 200 .
   Web of Science ®Google Scholar
• Monmonier , M. S . 1989 . Geographic brushing: Enhancing exploratory analysis of the scatterplot matrix . Geographical Analysis , 21 : 81 – 84 .
   Web of Science ®Google Scholar
• Monmonier , M. S . 1990 . Strategies for the interactive exploration of geographic correlation . Proceedings of the Fourth International Symposium on Spatial Data Handling , 1 : 512 – 21 .
   Google Scholar
• Openshaw , S , Charlton , M , Wymer , C and Craft , A . 1987 . A Mark I geographical analysis machine for the automated analysis of point data sets . International Journal of Geographical Information Systems , 1 : 335 – 58 .
   Google Scholar
• Openshaw , S , Cross , A and Charlton , M . 1990 . Building a prototype geographical correlates exploration machine . International Journal of Geographical Information Systems , 4 : 297 – 311 .
   Google Scholar
• Sibley , D . 1987 . Spatial Applications of Exploratory Data Analysis , Norwich : Geo Books .
   Google Scholar
• Tobler , W . 1993 . “ Global spatial analysis ” . In Three Short Papers on Geographical Analysis and Modeling , Santa Barbara, CA : National Center for Geographic Information Analysis . Technical Report 93–1
   Google Scholar
• Walker , P. A and Belbin , L . 1990 . The identification of spatial associations and their incorporation in geographic information systems . Proceedings of the Fourth International Symposium on Spatial Data Handling , 1 : 523 – 30 .
   Google Scholar
• Walker , P. A and Moore , D. M . 1988 . SIMPLE— An inductive modeling and mapping tool for spatially-oriented data . International Journal of Geographical Information Systems , 2 : 347 – 63 .
   Google Scholar
• Wills , G , Bradley , R , Haslett , J and Unwin , A . 1990 . Statistical exploration of spatial data . Proceedings of the Fourth International Symposium on Spatial Data Handling , 1 : 491 – 500 .
   Google Scholar
• ∗The author would like to thank Bill Lloyd, Robert Cromley, Michael Goodchild, Luc Anselin, George Hepner, and Barbara Weightman for guidance and encouragement.
   Google Scholar