Spatial analysis with preference specification of latent decision makers for criminal event prediction

Decision Support Systems

Volumn 41, Issue 3, 2006, Pages 560-573

  Xue, Yifei ^a   Brown, Donald E ^a  

^a University of Virginia   (United States)

Author keywords

Feature selection; Model based clustering; Preference specification; Spatial choice

Indexed keywords

DATABASE SYSTEMS; LAW ENFORCEMENT; LAWS AND LEGISLATION; STATISTICAL METHODS;

FEATURE SELECTION; MODEL-BASED CLUSTERING; PREFERENCE SPECIFICATION; SPATIAL CHOICE;

DECISION MAKING;

EID: 32544439402     PISSN: 01679236     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.dss.2004.06.007     Document Type: Article

References (28)

1. M. Ben-Akiva, and S. Lerman Discrete Choice Analysis, Theory and Application to Travel Demand 1985 MIT Press Cambridge, MA
2. J. Besage, and J. Newell The detection of clusters in rare diseases Journal of the Royal Statistical Society A 154 1991 143 155
3. C. Bhat Incorporating observed and unobserved heterogeneity in urban work travel mode choice modeling Transportation Science 34 2 1998 (May) 228 238
4. H.H. Bock Probability models and hypothesis testing in partitioning cluster analysis P. Arabie L. Hubert G. DeSorte Clustering and Classification 1996 World Science Publishers River Edge, NJ
5. A. Bowman, and A. Azzalini Applied smoothing techniques for data analysis: the kernel approach with S-Plus illustrations Oxford Statistical Science Series 1997 Oxford Science Publications Oxford, NY
6. H. Bozdogan Choosing the number of component clusters in the mixture model using a new informational complexity criterion of the inverse Fisher information matrix O. Opitz B. Lausen R. Klar Information and Classification 1993 Springer-Verlag New York 40 54
7. D. Brown, H. Liu, and Y. Xue Mining preferences from spatial-temporal data Proceedings of First SIAM Conference 2001
8. R. Clarke, and D. Cornish Modeling offenders' decisions: a framework for research and policy M. Tonry N. Morris Crime Justice: An Annual Review of Research vol. 6 1985 University of Chicago Press Chicago, IL
9. A.D. Cliff, and J.K. Ord Spatial Processes, Models, and Applications 1981 Pion London
10. L. Engelman, and J.A. Hartigan Percentage points of a test for clusters Journal of the American Statistical Association 64 1969 1674
11. B. Everitt Cluster Analysis 1993 John Wiley & Sons New York
12. S. Fotheringham Consumer store choice and choice set definition Marketing Science 1988 (Summer) 299 310
13. S. Fotheringham, C. Brunsdon, and M. Charlton Quantitative Geography 2000 SAGE Publications Thousand Oaks, CA
14. C. Fraley, and A.E. Raftery How many clusters? Which clustering method?-Answers via model-based cluster analysis The Computer Journal 41 8 1998 578 588
15. U. Graham, and B. Fingleton Spatial Data Analysis by Example 1985 John Wiley & Sons New York
16. A.K. Jain, M.N. Murty, and P.J. Flynn ACM Computing Surveys 31 3 1999 (September) 264 323
17. A. Kposowa, and K.D. Breault Reassessing the structural covariates for U.S. homicide rates: a county level study Sociological Forces 26 1993 27 46
18. D. McFadden Conditional logit analysis of qualitative choice behavior Frontiers in Econometrics 1973 105 142 (New York)
19. D. McFadden, and K. Train The goods/leisure tradeoff and disaggregate work trip mode choice models Transportation Research 12 1978 349 353
20. S. Openshaw, M. Charlton, C. Wymer, and A. Craft A mark 1 geographical analysis machine for the automated analysis of point datasets International Journal of Geographical Information Systems 1 1987 335 358
21. S.A. Openshaw, A. Craft, M. Carlton, and J. Birch Investigation of leukemia clusters by use of a geographical analysis machine Lancet 1 1988 272 273
22. W. Osgood Poisson-based regression analysis of aggregate crime rates Journal of Quantitative Criminology 16 1 2000
23. B.D. Ripley Spatial Statistics 1981 John Wiley and Sons New York
24. R. Rust, and N. Donthu Capturing geographically localized misspecification error in retail store choice models Journal of Marketing Research XXXII 1995 103 110
25. K. Train Recreational demand models with taste differences over people Land Economics 74 1998 230 239
26. G. Upton, and B. Fingleton Spatial Data Analysis by Example 1985 John Wiley & Sons New York
27. F. Wilcoxon Individual comparisons by ranking methods Biometrics 1 5.1, 5.3 1945 80 83
28. Y. Xue, and D. Brown A decision model for spatial site selection by criminals: a foundation for law enforcement decision support IEEE Transactions on Systems, Man and Cybernetics. Part C, Applications and Reviews 33 2003 (February) 78 85