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Volumn 3, Issue 5, 2013, Pages 352-361

Generating temporal model using climate variables for the prediction of dengue cases in Subang Jaya, Malaysia

Author keywords

ARIMA model; Climate; Dengue; Forecasting; Malaysia

Indexed keywords

ARTICLE; AUTOREGRESSIVE INTEGRATED MOVING AVERAGE MODEL; CLIMATE; CORRELATION ANALYSIS; DENGUE; INCIDENCE; INFECTION CONTROL; INFECTION PREVENTION; MALAYSIA; PREDICTION AND FORECASTING; PRIORITY JOURNAL; STATISTICAL MODEL; TIME SERIES ANALYSIS; TREND STUDY;

EID: 84881489965     PISSN: 22221808     EISSN: None     Source Type: Journal    
DOI: 10.1016/S2222-1808(13)60084-5     Document Type: Article
Times cited : (56)

References (26)
  • 1
    • 70449413570 scopus 로고    scopus 로고
    • Time series analysis of dengue fever and weather in Guangzhou, China
    • Lu L, Lin H, Tian L, Yang W, Sun J, Liu Q Time series analysis of dengue fever and weather in Guangzhou, China. BMC Public Health 2009, 9(1):395.
    • (2009) BMC Public Health , vol.9 , Issue.1 , pp. 395
    • Lu, L.1    Lin, H.2    Tian, L.3    Yang, W.4    Sun, J.5    Liu, Q.6
  • 2
    • 84856467249 scopus 로고    scopus 로고
    • Development of temporal modeling for prediction of dengue infection in Northeastern Thailand
    • Wongkoon S, Jaroensutasinee M, Jaroensutasinee K Development of temporal modeling for prediction of dengue infection in Northeastern Thailand. Asian Pac J Trop Med 2012, 5(3):249-252.
    • (2012) Asian Pac J Trop Med , vol.5 , Issue.3 , pp. 249-252
    • Wongkoon, S.1    Jaroensutasinee, M.2    Jaroensutasinee, K.3
  • 3
    • 0025245751 scopus 로고
    • Models for forecasting hospital bed requirements in the acute sector
    • Farmer RD, Emami J Models for forecasting hospital bed requirements in the acute sector. J Epidemiol Commun Health 1990, 44(4):307-312.
    • (1990) J Epidemiol Commun Health , vol.44 , Issue.4 , pp. 307-312
    • Farmer, R.D.1    Emami, J.2
  • 5
    • 0025918751 scopus 로고
    • The use of transfer function models, intervention analysis and related time series methods in epidemiology
    • Helfenstein U The use of transfer function models, intervention analysis and related time series methods in epidemiology. Int J Epidemiol 1991, 20(3):808-815.
    • (1991) Int J Epidemiol , vol.20 , Issue.3 , pp. 808-815
    • Helfenstein, U.1
  • 6
    • 0019470002 scopus 로고
    • An evaluation of influenza mortality surveillance, 1962-1979 I. Time series forecasts of expected pneumonia and influenza deaths
    • Choi K, Thacker SB An evaluation of influenza mortality surveillance, 1962-1979 I. Time series forecasts of expected pneumonia and influenza deaths. Am J Epidemiol 1981, 113(3):215-226.
    • (1981) Am J Epidemiol , vol.113 , Issue.3 , pp. 215-226
    • Choi, K.1    Thacker, S.B.2
  • 7
    • 0035975951 scopus 로고    scopus 로고
    • Dynamic linear model and SARIMA: a comparison of their forecasting performance in epidemiology
    • Nobre FF, Monteiro ABS, Telles PR, Williamson GD Dynamic linear model and SARIMA: a comparison of their forecasting performance in epidemiology. Stat Med 2001, 20(20):3051-3069.
    • (2001) Stat Med , vol.20 , Issue.20 , pp. 3051-3069
    • Nobre, F.F.1    Monteiro, A.B.S.2    Telles, P.R.3    Williamson, G.D.4
  • 8
    • 0031753106 scopus 로고    scopus 로고
    • Use of time-series analysis in infectious disease surveillance
    • Allard R Use of time-series analysis in infectious disease surveillance. Bull World Health Organ 1998, 76(4):327-333.
    • (1998) Bull World Health Organ , vol.76 , Issue.4 , pp. 327-333
    • Allard, R.1
  • 9
    • 0022592006 scopus 로고
    • Box-jenkins modelling of some viral infectious diseases
    • Helfenstein U Box-jenkins modelling of some viral infectious diseases. Stat Med 1986, 5(1):37-47.
    • (1986) Stat Med , vol.5 , Issue.1 , pp. 37-47
    • Helfenstein, U.1
  • 10
    • 0035680678 scopus 로고    scopus 로고
    • Climate variation and incidence of Ross river virus in Cairns, Australia: a time-series analysis
    • Tong S, Hu W Climate variation and incidence of Ross river virus in Cairns, Australia: a time-series analysis. Environ Health Perspect 2001, 109(12):1271-1273.
    • (2001) Environ Health Perspect , vol.109 , Issue.12 , pp. 1271-1273
    • Tong, S.1    Hu, W.2
  • 11
    • 33749487050 scopus 로고    scopus 로고
    • Stochastic modeling of empirical time series of childhood infectious diseases data before and after mass vaccination
    • Trottier H, Philippe P, Roy R Stochastic modeling of empirical time series of childhood infectious diseases data before and after mass vaccination. Emerg Themes Epidemiol 2006, 3:9.
    • (2006) Emerg Themes Epidemiol , vol.3 , pp. 9
    • Trottier, H.1    Philippe, P.2    Roy, R.3
  • 12
    • 21744460022 scopus 로고    scopus 로고
    • Using autoregressive integrated moving average (ARIMA) models to predict and monitor the number of beds occupied during a SARS outbreak in a tertiary hospital in Singapore
    • Earnest A, Chen MI, Ng D, Sin LY Using autoregressive integrated moving average (ARIMA) models to predict and monitor the number of beds occupied during a SARS outbreak in a tertiary hospital in Singapore. BMC Health Serv Res 2005, 5:36.
    • (2005) BMC Health Serv Res , vol.5 , pp. 36
    • Earnest, A.1    Chen, M.I.2    Ng, D.3    Sin, L.Y.4
  • 13
    • 2942729708 scopus 로고    scopus 로고
    • Time series modeling for syndromic surveillance
    • Reis BY, Mandl KD Time series modeling for syndromic surveillance. BMC Med Inform Decis Mak 2003, 3:2.
    • (2003) BMC Med Inform Decis Mak , vol.3 , pp. 2
    • Reis, B.Y.1    Mandl, K.D.2
  • 14
    • 34848887795 scopus 로고    scopus 로고
    • Forecasting dengue haemorrhagic fever cases in Southern Thailand using ARIMA Models
    • Promprou S, Jaroensutasinee M, Jaroensutasinee K Forecasting dengue haemorrhagic fever cases in Southern Thailand using ARIMA Models. Dengue Bull 2006, 30:99-106.
    • (2006) Dengue Bull , vol.30 , pp. 99-106
    • Promprou, S.1    Jaroensutasinee, M.2    Jaroensutasinee, K.3
  • 18
    • 25444490159 scopus 로고    scopus 로고
    • An information value based analysis of physical and climatic factors affecting dengue fever and dengue haemorrhagic fever incidence
    • Nakhapakorn K, Tripathi N An information value based analysis of physical and climatic factors affecting dengue fever and dengue haemorrhagic fever incidence. Int J Health Geogr 2005, 4:13.
    • (2005) Int J Health Geogr , vol.4 , pp. 13
    • Nakhapakorn, K.1    Tripathi, N.2
  • 19
    • 33846821835 scopus 로고    scopus 로고
    • Climatic factors associated with epidemic dengue in Palembang, Indonesia: implications of short-term meteorological events on virus transmission
    • Bangs MJ, Larasati RP, Corwin AL, Wuryadi S Climatic factors associated with epidemic dengue in Palembang, Indonesia: implications of short-term meteorological events on virus transmission. Southeast Asian J Trop Med Public Health 2006, 37(6):1103-1116.
    • (2006) Southeast Asian J Trop Med Public Health , vol.37 , Issue.6 , pp. 1103-1116
    • Bangs, M.J.1    Larasati, R.P.2    Corwin, A.L.3    Wuryadi, S.4
  • 21
    • 35948948246 scopus 로고    scopus 로고
    • Regional variability in relationships between climate and dengue/DHF in Indonesia
    • Arcari P, Tapper N, Pfueller S Regional variability in relationships between climate and dengue/DHF in Indonesia. Singapore J Trop Geogr 2007, 28(3):251-272.
    • (2007) Singapore J Trop Geogr , vol.28 , Issue.3 , pp. 251-272
    • Arcari, P.1    Tapper, N.2    Pfueller, S.3
  • 22
    • 33947493948 scopus 로고    scopus 로고
    • Climate, mosquito indices and the epidemiology of dengue fever in Trinidad (2002-2004)
    • Chadee DD, Shivnauth B, Rawlins SC, Chen AA Climate, mosquito indices and the epidemiology of dengue fever in Trinidad (2002-2004). Ann Trop Med Parasitol 2007, 101(1):69-77.
    • (2007) Ann Trop Med Parasitol , vol.101 , Issue.1 , pp. 69-77
    • Chadee, D.D.1    Shivnauth, B.2    Rawlins, S.C.3    Chen, A.A.4
  • 24
    • 0023158090 scopus 로고
    • Effect of temperature on the vector efficiency of Aedes aegypti for dengue 2 virus
    • Watts DS, Burke BA, Harrison RE, Whitmire A, Nisalak Effect of temperature on the vector efficiency of Aedes aegypti for dengue 2 virus. Am J Trop Med Hyg 1987, 36(1):143-152.
    • (1987) Am J Trop Med Hyg , vol.36 , Issue.1 , pp. 143-152
    • Watts, D.S.1    Burke, B.A.2    Harrison, R.E.3    Whitmire, A.4    Nisalak, A.5
  • 26
    • 60649116930 scopus 로고    scopus 로고
    • Higher temperature and urbanization affect the spatial patterns of dengue fever transmission in subtropical Taiwan
    • Wu PC, Lay JG, Guo HR, Lin CY, Lung SC, Su HJ Higher temperature and urbanization affect the spatial patterns of dengue fever transmission in subtropical Taiwan. Sci Total Environ 2009, 407(7):2224-2233.
    • (2009) Sci Total Environ , vol.407 , Issue.7 , pp. 2224-2233
    • Wu, P.C.1    Lay, J.G.2    Guo, H.R.3    Lin, C.Y.4    Lung, S.C.5    Su, H.J.6


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.