메뉴 건너뛰기




Volumn 28, Issue 4, 2014, Pages 943-954

Functional time series analysis of spatio-temporal epidemiological data

Author keywords

Disease mapping; Hilbert valued processes; Kalman filtering; Penalized estimation; Spatio temporal random fields

Indexed keywords

ESTIMATION; KALMAN FILTERS; MAPS; RISK ASSESSMENT; TIME SERIES ANALYSIS;

EID: 84898414641     PISSN: 14363240     EISSN: 14363259     Source Type: Journal    
DOI: 10.1007/s00477-013-0794-y     Document Type: Article
Times cited : (24)

References (37)
  • 1
    • 0037834795 scopus 로고    scopus 로고
    • Wavelet regression estimation in nonparametric mixed effect models
    • Angelini C, De Canditiis D, Leblanc F (2003) Wavelet regression estimation in nonparametric mixed effect models. J Multivar Anal 85(2): 267-291.
    • (2003) J Multivar Anal , vol.85 , Issue.2 , pp. 267-291
    • Angelini, C.1    de Canditiis, D.2    Leblanc, F.3
  • 2
    • 0142010570 scopus 로고    scopus 로고
    • Wavelet methods for continuous-time prediction using Hilbert-valued autoregressive processes
    • Antoniadis A, Sapatinas T (2003) Wavelet methods for continuous-time prediction using Hilbert-valued autoregressive processes. J Multivar Anal 87(1): 133-158.
    • (2003) J Multivar Anal , vol.87 , Issue.1 , pp. 133-158
    • Antoniadis, A.1    Sapatinas, T.2
  • 3
    • 60449087433 scopus 로고    scopus 로고
    • Bandwidth selection for functional time series prediction
    • Antoniadis A, Paparoditis E, Sapatinas T (2009) Bandwidth selection for functional time series prediction. Stat Prob Lett 79(6): 733-740.
    • (2009) Stat Prob Lett , vol.79 , Issue.6 , pp. 733-740
    • Antoniadis, A.1    Paparoditis, E.2    Sapatinas, T.3
  • 4
    • 70249146183 scopus 로고    scopus 로고
    • Functional logistic discrimination via regularized basis expansions
    • Araki Y, Konishi S, Kawano S, Matsui H (2009) Functional logistic discrimination via regularized basis expansions. Commun Stat Theory Methods 38(16/17): 2944-2957.
    • (2009) Commun Stat Theory Methods , vol.38 , Issue.16-17 , pp. 2944-2957
    • Araki, Y.1    Konishi, S.2    Kawano, S.3    Matsui, H.4
  • 5
    • 28344449679 scopus 로고
    • Bayesian image restoration with two applications in spatial statistics
    • Besag J, York J, Molié A (1991) Bayesian image restoration with two applications in spatial statistics. Ann Inst Stat Math 43(1): 1-59.
    • (1991) Ann Inst Stat Math , vol.43 , Issue.1 , pp. 1-59
    • Besag, J.1    York, J.2    Molié, A.3
  • 6
    • 0345986823 scopus 로고    scopus 로고
    • Limit theorems for Banach-valued autoregressive processes. Applications to real continuous time processes
    • Bosq D (1996) Limit theorems for Banach-valued autoregressive processes. Applications to real continuous time processes. Bull Belgian Math Soc 3(5): 537-555.
    • (1996) Bull Belgian Math Soc , vol.3 , Issue.5 , pp. 537-555
    • Bosq, D.1
  • 8
    • 57749188688 scopus 로고    scopus 로고
    • A note on asymptotic parametric prediction
    • Bosq D (2009) A note on asymptotic parametric prediction. J Stat Plan Inference 139(4): 1506-1513.
    • (2009) J Stat Plan Inference , vol.139 , Issue.4 , pp. 1506-1513
    • Bosq, D.1
  • 12
    • 0030668702 scopus 로고    scopus 로고
    • A study of the breast cancer dynamics in North Carolina
    • Christakos G, Laf JJ (1997) A study of the breast cancer dynamics in North Carolina. Soc Sci Med 45(10): 1503-1517.
    • (1997) Soc Sci Med , vol.45 , Issue.10 , pp. 1503-1517
    • Christakos, G.1    Laf, J.J.2
  • 13
    • 0030479558 scopus 로고    scopus 로고
    • Dynamic stochastic estimation of physical variables
    • Christakos G, Raghu VR (1996) Dynamic stochastic estimation of physical variables. Math Geol 28(3): 341-365.
    • (1996) Math Geol , vol.28 , Issue.3 , pp. 341-365
    • Christakos, G.1    Raghu, V.R.2
  • 14
    • 34547098343 scopus 로고    scopus 로고
    • Recent results on the spatio-temporal modelling and comparative analysis of Black Death and bubonic plague epidemics
    • Christakos G, Olea RA, Yu HL (2007) Recent results on the spatio-temporal modelling and comparative analysis of Black Death and bubonic plague epidemics. Public Health Nurs 121(9): 700-720.
    • (2007) Public Health , vol.121 , Issue.9 , pp. 700-720
    • Christakos, G.1    Olea, R.A.2    Yu, H.L.3
  • 15
    • 13844276882 scopus 로고    scopus 로고
    • Estimation and simulation of autoregressive hilbertian processes with exogenous variables
    • Damon J, Guillas S (2005) Estimation and simulation of autoregressive hilbertian processes with exogenous variables. Stat Inference Stoch Proc 8(2): 185-204.
    • (2005) Stat Inference Stoch Proc , vol.8 , Issue.2 , pp. 185-204
    • Damon, J.1    Guillas, S.2
  • 17
    • 70449628436 scopus 로고    scopus 로고
    • Nonlinear logistic discrimination via regularized Gaussian basis expansions
    • Kawano S, Konishi S (2009) Nonlinear logistic discrimination via regularized Gaussian basis expansions. Commun Stat Simul Comput 38(7): 1414-1425.
    • (2009) Commun Stat Simul Comput , vol.38 , Issue.7 , pp. 1414-1425
    • Kawano, S.1    Konishi, S.2
  • 18
    • 84898429621 scopus 로고    scopus 로고
    • An empirical study for the estimation of autoregressive hilbertian processes by wavelet packet method
    • Laukaitis A (2007) An empirical study for the estimation of autoregressive hilbertian processes by wavelet packet method. Nonlinear Anal Model Control 12(1): 65-75.
    • (2007) Nonlinear Anal Model Control , vol.12 , Issue.1 , pp. 65-75
    • Laukaitis, A.1
  • 19
    • 0001080408 scopus 로고
    • Weighted local regression and kernel methods for nonparametric curve fitting
    • Müller H (1987) Weighted local regression and kernel methods for nonparametric curve fitting. J Am Stat Assoc 82(397): 231-238.
    • (1987) J Am Stat Assoc , vol.82 , Issue.397 , pp. 231-238
    • Müller, H.1
  • 20
    • 84871653990 scopus 로고    scopus 로고
    • Mapping cancer risk in southwestern Ontario with changing census boundaries
    • Nguyen P, Brown PE, Stafford J (2012) Mapping cancer risk in southwestern Ontario with changing census boundaries. Biometrics 68(4): 1228-1237.
    • (2012) Biometrics , vol.68 , Issue.4 , pp. 1228-1237
    • Nguyen, P.1    Brown, P.E.2    Stafford, J.3
  • 21
    • 84855489378 scopus 로고    scopus 로고
    • Local wavelet-vaguelette-based functional classification of gene expression data
    • Rincón M, Ruiz-Medina MD (2012a) Local wavelet-vaguelette-based functional classification of gene expression data. Biom J 54(1): 1-19.
    • (2012) Biom J , vol.54 , Issue.1 , pp. 1-19
    • Rincón, M.1    Ruiz-Medina, M.D.2
  • 22
    • 84867063756 scopus 로고    scopus 로고
    • Wavelet-RKHS-based functional statistical classification
    • Rincón M, Ruiz-Medina MD (2012a) Wavelet-RKHS-based functional statistical classification. Adv Data Anal Classif 6(3): 201-217.
    • (2012) Adv Data Anal Classif , vol.6 , Issue.3 , pp. 201-217
    • Rincón, M.1    Ruiz-Medina, M.D.2
  • 23
    • 62849120031 scopus 로고    scopus 로고
    • Approximate Bayesian inference for latent Gaussian models by using integrated nested Laplace approximations
    • Rue H, Martino S, Chopin N (2009) Approximate Bayesian inference for latent Gaussian models by using integrated nested Laplace approximations. J R Stat Soc B 71(Part 2): 319-392.
    • (2009) J R Stat Soc B , vol.71 , Issue.PART 2 , pp. 319-392
    • Rue, H.1    Martino, S.2    Chopin, N.3
  • 24
    • 78649446023 scopus 로고    scopus 로고
    • Spatial autoregressive and moving average Hilbertian processes
    • Ruiz-Medina MD (2011) Spatial autoregressive and moving average Hilbertian processes. J Multivar Anal 102(2): 292-305.
    • (2011) J Multivar Anal , vol.102 , Issue.2 , pp. 292-305
    • Ruiz-Medina, M.D.1
  • 25
    • 84855936844 scopus 로고    scopus 로고
    • Spatial functional prediction from spatial autoregressive Hilbertian processes
    • Ruiz-Medina MD (2012) Spatial functional prediction from spatial autoregressive Hilbertian processes. Environmetrics 23(1): 119-128.
    • (2012) Environmetrics , vol.23 , Issue.1 , pp. 119-128
    • Ruiz-Medina, M.D.1
  • 26
    • 84856416280 scopus 로고    scopus 로고
    • Spatial autoregressive functional plug-in prediction of ocean surface temperature
    • Ruiz-Medina MD, Espejo R (2012) Spatial autoregressive functional plug-in prediction of ocean surface temperature. Stoch Environ Res Risk Assess 26(3): 335-344.
    • (2012) Stoch Environ Res Risk Assess , vol.26 , Issue.3 , pp. 335-344
    • Ruiz-Medina, M.D.1    Espejo, R.2
  • 27
    • 84876310692 scopus 로고    scopus 로고
    • Integration of spatial functional interaction in the extrapolation of ocean surface temperature anomalies due to global warming
    • Ruiz-Medina MD, Espejo R (2013) Integration of spatial functional interaction in the extrapolation of ocean surface temperature anomalies due to global warming. J Appl Earth Obs Geoinf 22(1): 27-39.
    • (2013) J Appl Earth Obs Geoinf , vol.22 , Issue.1 , pp. 27-39
    • Ruiz-Medina, M.D.1    Espejo, R.2
  • 28
    • 77949773871 scopus 로고    scopus 로고
    • Functional maximum-likelihood estimation of ARH(p) models
    • Ruiz-Medina MD, Salmerón R (2010) Functional maximum-likelihood estimation of ARH(p) models. Stoch Environ Res Risk Assess 24(1): 131-146.
    • (2010) Stoch Environ Res Risk Assess , vol.24 , Issue.1 , pp. 131-146
    • Ruiz-Medina, M.D.1    Salmerón, R.2
  • 29
    • 59149096299 scopus 로고    scopus 로고
    • Multispectral decomposition of functional autoregressive models
    • Salmerón R, Ruiz-Medina M D (2009). Multispectral decomposition of functional autoregressive models. Stoch Environ Res Risk Assess 23(3): 289-297.
    • (2009) Stoch Environ Res Risk Assess , vol.23 , Issue.3 , pp. 289-297
    • Salmerón, R.1    Ruiz-Medina, M.D.2
  • 30
    • 79955484519 scopus 로고    scopus 로고
    • Periodically correlated autoregressive Hilbertian processes
    • Soltani AR, Hashemi M (2011) Periodically correlated autoregressive Hilbertian processes. Stat Inference Stoch Process 14(1): 177-188.
    • (2011) Stat Inference Stoch Process , vol.14 , Issue.1 , pp. 177-188
    • Soltani, A.R.1    Hashemi, M.2
  • 31
    • 62849096842 scopus 로고    scopus 로고
    • Empirical Bayes and fully Bayes procedures to detect high-risk areas in disease mapping
    • Ugarte MD, Goicoa T, Militino AF (2009) Empirical Bayes and fully Bayes procedures to detect high-risk areas in disease mapping. Comput Stat Data Anal 53(8): 2938-2949.
    • (2009) Comput Stat Data Anal , vol.53 , Issue.8 , pp. 2938-2949
    • Ugarte, M.D.1    Goicoa, T.2    Militino, A.F.3
  • 32
    • 70349907767 scopus 로고    scopus 로고
    • Evaluating the performance of spatio-temporal Bayesian models in disease mapping
    • Ugarte MD, Goicoa T, Ibáñez B, Militino AF (2009) Evaluating the performance of spatio-temporal Bayesian models in disease mapping. Environmetrics 20(6): 647-665.
    • (2009) Environmetrics , vol.20 , Issue.6 , pp. 647-665
    • Ugarte, M.D.1    Goicoa, T.2    Ibáñez, B.3    Militino, A.F.4
  • 33
    • 77952410129 scopus 로고    scopus 로고
    • Spatio-temporal modelling of mortality risks using penalized splines
    • Ugarte MD, Goicoa T, Militino AF (2010) Spatio-temporal modelling of mortality risks using penalized splines. Environmetrics 21(3/4): 270-289.
    • (2010) Environmetrics , vol.21 , Issue.3-4 , pp. 270-289
    • Ugarte, M.D.1    Goicoa, T.2    Militino, A.F.3
  • 35
    • 0000414912 scopus 로고    scopus 로고
    • A dimension-reducted approach to space-time Kalman filtering
    • Wikle CK, Cressie N (1999) A dimension-reducted approach to space-time Kalman filtering. Biometrika 86(4): 815-829.
    • (1999) Biometrika , vol.86 , Issue.4 , pp. 815-829
    • Wikle, C.K.1    Cressie, N.2
  • 37
    • 78650911592 scopus 로고    scopus 로고
    • Modeling and estimation of heterogeneous spatio-temporal attributes under conditions of uncertainty
    • Yu H-L, Christakos G (2011) Modeling and estimation of heterogeneous spatio-temporal attributes under conditions of uncertainty. IEEE Trans Geosci Remote Sens 49(1): 366-376.
    • (2011) IEEE Trans Geosci Remote Sens , vol.49 , Issue.1 , pp. 366-376
    • Yu, H.-L.1    Christakos, G.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.