Multiple source spatial cluster detection via multi-criteria analysis

Luiz Henrique Duczmal1, Alexandre Celestino Leite Almeida2, Fabio R. da Silva3, Martin Kulldorff4
1Department of Physics and Mathematics, Universidade Federal de São João del Rei, São João del Rei, Brazil
2Department of Statistics, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
3Department of Statistics, Universidade de Brasília, Brasília, Brazil
4Department of Computer Science, Centro Federal de Educação Tecnológica de Minas Gerais, Belo Horizonte, Brazil

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Banks D, Datta G, Karr A, Lynch J, Niemi J, Vera F (2012) Bayesian car models for syndromic surveillance on multiple data streams: theory and practice. Inf Fus 13(2):105–116

Burkom H (2003) Biosurveillance applying scan statistics with multiple, disparate data sources. J Urban Health 80:i57–i65. https://doi.org/10.1007/PL00022316

Burkom HS, Murphy S, Coberly J, Hurt-Mullen K (2005) Public health monitoring tools for multiple data streams. MMWR Morb Mortal Wkly Rep 54(Suppl):55–62

Cancado ALF, Duarte AR, Duczmal LH, Ferreira SJ, Fonseca CM, Gontijo ECDM (2010) Penalized likelihood and multi-objective spatial scans for the detection and inference of irregular clusters. Int J Health Geogr. https://doi.org/10.1186/1476-072X-9-55

da Fonseca V, Fonseca C, Hall A (2001) Inferential performance assessment of stochastic optimisers and the attainment function. In: Zitzlet E, Deb K, Thiele L, Coello CAC, Corne D (eds) Proceedings of evolutionary multi-criterion optimization, vol 1993. Lecture notes in computer science. Springer, Berlin, pp 213–225

Fonseca CM, Fonseca VGD, Paquete L (2005) Exploring the performance of stochastic multiobjective optimisers with the second-order attainment function. In: Evolutionary multi-criterion optimization (EMO 2005), LNCS 3410, Springer, Berlin, pp 250–264

Fonseca CM, Guerreiro AP, Lopez-Ibanez M, Paquete L (2011) On the computation of the empirical attainment function. In: Takahashi R, Deb K, Wanner E, Greco S (eds) Evolutionary multi-criterion optimization, vol 6576. Lecture notes in computer science. Springer, Berlin, pp 106–120

Huang L, Kulldorff M, Gregorio D (2007) A spatial scan statistic for survival data. Biometrics 63:109–118

Instituto Paranaense de Desenvolvimento Economico e Social (2010) Idh-m - Paraná 1991/2000/2010. http://www.ipardes.gov.br/pdf/mapas/base_demografica_social/IDHM_Parana_%201991_2000_2010.pdf . Accessed 12 Sept 2017

Kentucky Cancer Registry (2016) Age-adjusted cancer mortality rates by in Kentucky. http://cancer-rates.info/ky . Accessed 27 April 2016

Kulldorff M (1997) A spatial scan statistic. Commun Stat Theory Methods 26(6):1481–1496

Kulldorff M, Tango T, Park PJ (2003) Power comparisons for disease clustering tests. Comput Stat Data Anal 42(4):665–684

Kulldorff M, Mostashari F, Duczmal L, Yih K, Kleinman K, Platt R (2007) Multivariate scan statistics for disease surveillance. Stat Med 26:1824–1833

Kulldorff M, Huang L, Konty K (2009) A scan statistic for continuous data based on the normal probability model. Int J Health Geogr 8(1):1–9. https://doi.org/10.1186/1476-072X-8-58

Naus JI (1965) Clustering of random points in two dimensions. Biometrika 52:263–267

Naus JI, Wartenberg D (1997) A double-scan statistic for clusters of two types of events. J Am Stat Assoc 92(439):1105–1113

Neill DB (2012) Fast subset scan for spatial pattern detection. J R Stat Soc Ser B (Stat Methodol) 74(2):337–360. https://doi.org/10.1111/j.1467-9868.2011.01014.x

Neill D, Cooper G (2010) A multivariate bayesian scan statistic for early event detection and characterization. Mach Learn 79:261–282. https://doi.org/10.1007/s10994-009-5144-4

Neill DB, McFowland E, Zheng H (2013) Fast subset scan for multivariate event detection. Stat Med 32(13):2185–2208. https://doi.org/10.1002/sim.5675

Rolka H, Burkom H, Cooper GF, Kulldorff M, Madigan D, Wong WK (2007) Issues in applied statistics for public health bioterrorism surveillance using multiple data streams: research needs. Stat Med 26(8):1834–1856. https://doi.org/10.1002/sim.2793

Shmueli G, Fienberg S (2006) Current and potential statistical methods for monitoring multiple data streams for biosurveillance. In: Wilson A, Wilson G, Olwell D (eds) Statistical methods in counterterrorism. Springer, New York, pp 109–140. https://doi.org/10.1007/0-387-35209-08

US Census Bureau (2015) Kentucky counties map—persons in poverty (percent). https://www.census.gov/quickfacts/fact/map/KY/IPE120216#viewtop . Accessed 12 Sept 2017

Voorneveld M (2003) Characterization of pareto dominance. Oper Res Lett 31(1):7–11. https://doi.org/10.1016/S0167-6377(02)00189-X

World Cancer Research Fund International/American Institute for Cancer Research (2016) Diet, nutrition, physical activity and stomach cancer—2016. http://www.wcrf.org/sites/default/files/Stomach-Cancer-2016-Report.pdf . Accessed 12 Sept 2017