[1] | Kechadi M, Bertolotto M, Ferrucci F, Di Martino S (2009) Mining spatio-temporal datasets: relevance, challenges and current research directions. In: Ponce J, Karahoc A, (eds.) Data mining and knowledge discovery in real life applications. Vienna: I-Tech Education and Publishing. pp. 215–228.
|
[2] | Uittenbogaard A, Ceccato V (2012) Space-time clusters of crime in Stockholm, Sweden. Rev Eur Stud 4(5): 148–156. doi: 10.5539/res.v4n5p148
|
[3] | Openshaw S, Taylor PJ (1981) The modifiable areal unit problem. In: Wrigley N and Bennett RJ (eds.) Quantitative Geography: A British View. London: Routledge and Kegan Paul: pp. 60–70.
|
[4] | Openshaw S (1984) Ecological fallacies and the analysis of areal census data. Environ Plan A 16(1): 17–31. doi: 10.1068/a160017
|
[5] | Fotheringham AS, Brunsdon C, Charlton M (2002) Geographically weighted regression: The analysis of spatially varying relationships. Chichester: Wiley-Blackwell. 284 p.
|
[6] | Dark SJ, Bram D (2007) The modifiable areal unit problem (MAUP) in physical geography. Prog Phys Geogr 31(5): 471–479. doi: 10.1177/0309133307083294
|
[7] | ??ltekin A, De Sabbata S, Willi C, Vontobel I, Pfister S, et al.. (2011) Modifiable temporal unit problem. ISPRS/ICA workshop on Persistent Problems in Geographic Visualization (ICC2011), Paris: International Cartographic Association. Available: http://www.geo.unizh.ch/~sdesabba/docs/M?odifiableTemporalUnitProblem.pdf. Accessed 6 May 2014.
|
[8] | De Jong R, de Bruin S (2012) Linear trends in seasonal vegetation time series and the modifiable temporal unit problem. Biogeosciences 9(1): 71–77. doi: 10.5194/bg-9-71-2012
|
[9] | Freeman JR (1989) Systematic sampling, temporal aggregation, and the study of political relationships. Polit Anal 1(1): 61–98. doi: 10.1093/pan/1.1.61
|
[10] | Alt J, King G, Signorino C (2001) Aggregation among binary, count, and duration models: estimating the same quantities from different levels of data. Polit Anal 9(1): 21–44. doi: 10.1093/oxfordjournals.pan.a004863
|
[11] | Thomas GD (2002) Event data analysis and threats from temporal aggregation. Presented at the Florida Political Science Association Meeting, Sarasota, FL, March 8.
|
[12] | Shellman SM (2004) Time series intervals and statistical inference: the effects of temporal aggregation on event data analysis. Polit Anal 12(1): 97–104. doi: 10.1093/pan/mpg017
|
[13] | Amendola A, Niglio M, Vitale C (2010) Temporal aggregation and closure of VARMA models: some new results. In: Palumbo F, Lauro CN, Greenacre MJ (eds.), Data analysis and classification. Berlin: Springer. pp. 435–443.
|
[14] | Amrhein CG (1995) Searching for the elusive aggregation effect: evidence from statistical simulations. Environ Plan A 27(1): 105–119. doi: 10.1068/a270105
|
[15] | B?hlen MH, Johann G, Christian SJ (2008) Towards general temporal aggregation. Sharing Data, Information and Knowledge. Berlin: Springer, pp. 257–269.
|
[16] | Andrienko G, Andrienko N (2008) Spatio-temporal aggregation for visual analysis of movements. IEEE Symposium on Visual Analytics Science and Technology(VAST '08). pp. 51–58.
|
[17] | Fotheringham AS, Rogerson PA (1993) GIS and spatial analytical problems. Int J Geogr Inf Syst 7(1): 3–19. doi: 10.1080/02693799308901936
|
[18] | Pineda J (1993) Boundary effects on the vertical ranges of deep-sea benthic species. Deep Sea Res Part Oceanogr Res Pap 40(11): 2179–2192. doi: 10.1016/0967-0637(93)90097-m
|
[19] | Engestrom Y (2009) The future of activity theory: a rough draft. In: Sannino D & Gutiérrez KD (eds.) Learning and expanding with activity theory. Cambridge: Cambridge University Press. pp. 303–328.
|
[20] | Ozonoff A, Jeffery C, Manjourides J, White LF, Pagano M (2007) Effect of spatial resolution on cluster detection: a simulation study. Int J Health Geogr 6(10): 52. doi: 10.1186/1476-072x-6-52
|
[21] | Jeffery C, Ozonoff A, White LF, Nuno M, Pagano M (2009) Power to detect spatial disturbances under different levels of geographic aggregation. J Am Med Inform Assoc JAMIA 16(6): 847–854. doi: 10.1197/jamia.m2788
|
[22] | Cook AJ, Li Y, Arterburn D, Tiwari RC (2010) Spatial cluster detection for weighted outcomes using cumulative geographic residuals. Biometrics 66(3): 783–792. doi: 10.1111/j.1541-0420.2009.01323.x
|
[23] | Jones SG, Kulldorff M (2012) Influence of spatial resolution on space-time disease cluster detection. PLoS One 7(10): e48036 doi:10.1371/journal.pone.0048036.
|
[24] | Zhang L, Zhu Z (2012) Spatial multi-resolution cluster detection method. Statistics and Its Interface 0: 1–8 http://arxiv.org/pdf/1205.2106.
|
[25] | Wei WWS (1982) The effects of systematic sampling and temporal aggregation on causality - A cautionary note. J Am Stat Assoc 77(378): 316–319. doi: 10.1080/01621459.1982.10477806
|
[26] | Rossana RJ, Seater JJ (1995) Temporal aggregation and economic time series. J Bus Econ Stat 13(4): 441–451. doi: 10.2307/1392389
|
[27] | Marcellino M (1999) Some consequences of temporal aggregation in empirical analysis. J Bus Econ Stat 17(1): 129–136. doi: 10.1080/07350015.1999.10524802
|
[28] | Kirshen PH (1980) Spatial and temporal aggregation effects in a regional water supply planning model. Water Resour Res 16(3): 457–464. doi: 10.1029/wr016i003p00457
|
[29] | Gangopadhyay S, Clark M, Werner K, Brandon D, Rajagopalan B (2004) Effects of spatial and temporal aggregation on the accuracy of statistically downscaled precipitation estimates in the Upper Colorado river basin. J Hydrometeorol 5(6): 1192–1206. doi: 10.1175/jhm-391.1
|
[30] | Kwan MP (2012) The uncertain geographic context problem. Ann Assoc Am Geogr 102(5): 958–968. doi: 10.1080/00045608.2012.687349
|
[31] | Griffith DA (1983) The boundary value problem in spatial statistical analysis. J Reg Sci 23(3): 377–387. doi: 10.1111/j.1467-9787.1983.tb00996.x
|
[32] | Martin RJ (1987) Some comments on correction techniques for boundary effects and missing value techniques. Geogr Anal 19(3): 273–282. doi: 10.1111/j.1538-4632.1987.tb00130.x
|
[33] | Kulldorff M (1997) A spatial scan statistic. Commun Stat - Theory Methods 26(6): 1481–1496. doi: 10.1080/03610929708831995
|
[34] | Openshaw S, Charlton M, Wymer C, Craft A (1987) A mark 1 geographical analysis machine for the automated analysis of point data sets. Int J Geogr Inf Syst 1(4): 335–358. doi: 10.1080/02693798708927821
|
[35] | Neill DB, Gorr WL (2007) Detecting and preventing emerging epidemics of crime. Adv Dis Surveill 4: 13 Available: http://www.isdsjournal.org/articles/1945?.pdf. Accessed 6 May 2014.
|
[36] | Kulldorff M, Heffernan R, Hartman J, Assun??o R, Mostashari F (2005) A space–time permutation scan statistic for disease outbreak detection. PLoS Med 2: 3. e59 doi:10.1371/journal.pmed.0020059.
|
[37] | Tuia D, Ratle F, Lasaponara R, Telesca L, Kanevski M (2008) Scan statistics analysis of forest fire clusters. Commun Nonlinear Sci Numer Simul 13(8): 1689–1694. doi: 10.1016/j.cnsns.2007.03.004
|
[38] | Kulldorff M (2010) SaTScan: Software for the spatial and space–time scan statistics, version 9.0.1. Information Management Services Available: http://www.satscan.org.
|