[1] | Meinhardt P, Casemore D, Miller K (1996) Epidemiologic aspects of human cryptosporidiosis and the role of waterborne transmission. Epidemiol Rev 18: 118–136.
|
[2] | Mabaso M, Vounatsou P, Midzi S, Silva J, Smith T (2006) Spatio-temporal analysis of the role of climate in inter-annual variation of malaria incidence in Zimbabwe. Int J Health Geog 5: 20.
|
[3] | Moore D, Carpenter T (1999) Spatial analytical methods and geographic information systems: use in health research and epidemiology. Epidemiol Rev 21: 143–161.
|
[4] | Anselin L (2002) Under the hood - Issues in the specification and interpretation of spatial regression models. Agric Econo 27: 247–267.
|
[5] | Anselin L (2005) Exploring spatial data with GeoDa: a workbook. Urbana, USA..
|
[6] | Duc H, Jalaludin B, Morgan G (2009) Associations between Air Pollution and Hospital Visits for Cardiovascular Diseases in the Elderly in Sydney Using Bayesian Statistical Methods. Aust N Z J Stat 51: 289–303.
|
[7] | Hoeting J, Raftery AE, Madigan D (1996) A method for simultaneous variable selection and outlier identification in linear regression. Comput Stat Data An 22: 251–270.
|
[8] | Lamon EC 3rd, Stow CA (2004) Bayesian methods for regional-scale eutrophication models. Water Res 38: 2764–2774.
|
[9] | Lawson A, Browne W, Vidal Rodeiro C (2003) Disease mapping with WinBUGS and MLwiN. England: John Wiley & Sons Ltd.
|
[10] | Escaramis G, Carrasco J, Ascaso C (2007) Detection of significant disease risks using a spatial conditional autoregressive model. Biometrics 64: 1043–1053.
|
[11] | Beale CM, Lennon JJ, Yearsley JM, Brewer MJ, Elston DA (2010) Regression analysis of spatial data. Ecol Lett 13: 246–264.
|
[12] | Yang G, Vounatsou P, Zhou X, Tanner M, Utzinger J (2005) A Bayesian-based approach for spatio-temporal modeling of county level prevalence of Schistosoma japonicum infection in Jiangsu province, China. Int J Parasitol 35: 155–162.
|
[13] | Clements A, Lwambo N, Blair L, Nyandindi U, Kaatano G, et al. (2006) Bayesian spatial analysis and disease mapping: tools to enhance planning and implementation of a schistosomiasis control programme in Tanzania. Trop Med Int Health 11: 490–503.
|
[14] | Hu W, Clements A, Williams G, Tong S, Mengersen K (2010) Bayesian spatiotemporal analysis of socio-ecologic drivers of Ross River virus transmission in Queensland, Australia. Am J Trop Med Hyg 83: 722–728.
|
[15] | Breiman L, Fredman J, Olshen R, Stone C (1984) Classification and regression trees. New York: Chapman & Hall (Wardworth, Inc).
|
[16] | De'ath G, Fabricius K (2000) Classification and regression trees: a powerful yet simple technique for ecological data analysis. Ecology 81: 3178–3192.
|
[17] | Hu W, Mengersen K, Dale P, Tong S (2010) Difference in mosquito species (Diptera: Culicidae) and the transmission of Ross River virus between coastline and inland areas in Brisbane, Australia. Environ Entomol 39: 88–97.
|
[18] | Hu W, Tong S, Mengersen K, Oldenburg B, Dale P (2006) Mosquito species (Diptera: Culicidae) and the transmission of Ross River virus in Brisbane, Australia. J Med Entomol 43: 375–381.
|
[19] | Chipman HA, George EI, McCulloch RE (1998) Bayesian CART model search. J Am Stat Assoc 93: 935–948.
|
[20] | Denison DGT, Mallick BK, Smith AFM (1998) A Bayesian CART algorithm. Biometrika 85: 363–377.
|
[21] | O'Leary R, Francis R, K C, Firth M, Kees U, et al. (2009) A comparison of Bayesian classification trees and random forest to identify classifiers for childhood leukaemia. 18th World IMACS/MODSIM Congress. Cairns, Australia.
|
[22] | O'Leary R (2008) Informed statistical modelling of habitat suitability for rare and threatened species [PhD Thesis]. Brisbane: Queensland University of Technology.
|
[23] | O'Leary R, Murray J, Low Choy S, Mengersen K (2008) Expert elicitation for Bayesian classification trees. J Appl Probab Stat 3: 95–106.
|
[24] | Hu W, Mengersen K, Tong S (2010) Risk factor analysis and spatiotemporal CART model of cryptosporidiosis in Queensland, Australia. BMC Infect Dis 10: 311.
|
[25] | Cordell H (2009) Detecting gene-gene interactions that underlie human diseases. Nat Rev Genet 10: 392–404.
|
[26] | Green P (1995) Reversible jump Markov chain Monte Carlo computation and Bayesian model determination. Biometrika 82: 711–732.
|
[27] | Chipman HA, George EI, McCulloch RE (2010) Bart: Bayesian Additive Regression Trees. Annals of Applied Statistics 4: 266–298.
|
[28] | Gelman A, Carlin J, Stern H, Rubin D (2004) Bayesian data analysis (2nd ed). Florida: Chapman & Hall/CRC.
|
[29] | Cameron A, Trivedi P (1998) Regression Analysis of Count Data. Cambridge: Cambridge University Press.
|
[30] | WinBUGs (2008) MRC Biostatistics Unit. Imperial College London, Cambridge, UK.
|
[31] | Therneau T, Atkinson E (1997) An Introduction to Recursive Partitioning Using the rpart Routine. Rochester.
|
[32] | Therneau T, Atkinson E (2003) The rpart package. Software manual.
|