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Volumn 177, Issue 1, 2014, Pages 39-61

A hierarchical Bayesian model for improving short-term forecasting of hospital demand by including meteorological information

Author keywords

Bayesian inference; Emergency admissions; Forecast validation; Prediction

Indexed keywords


EID: 84891902736     PISSN: 09641998     EISSN: 1467985X     Source Type: Journal    
DOI: 10.1111/rssa.12008     Document Type: Article
Times cited : (20)

References (26)
  • 1
    • 0016355478 scopus 로고
    • A new look at the statistical model identification
    • Akaike, H. (1974) A new look at the statistical model identification. IEEE Trans. Autom. Control, 19, 716-723.
    • (1974) IEEE Trans. Autom. Control , vol.19 , pp. 716-723
    • Akaike, H.1
  • 2
    • 77955862132 scopus 로고    scopus 로고
    • Short term effects of temperature on the risk of myocardial infarction in England and Wales: times series regression analysis of the myocardial ischaemia national audit project (MINAP) registry
    • Bhaskaran, K., Hajat, S., Haines, A., Herrett, E., Wilkinson, P. and Smeeth, L. (2010) Short term effects of temperature on the risk of myocardial infarction in England and Wales: times series regression analysis of the myocardial ischaemia national audit project (MINAP) registry. Br. Med. J., 341, 1136-1146.
    • (2010) Br. Med. J. , vol.341 , pp. 1136-1146
    • Bhaskaran, K.1    Hajat, S.2    Haines, A.3    Herrett, E.4    Wilkinson, P.5    Smeeth, L.6
  • 3
    • 57149133822 scopus 로고    scopus 로고
    • The benefits of multianalysis and poor man's ensembles
    • Bowler, N. E., Arribas, A. and Mylne, K. R. (2008) The benefits of multianalysis and poor man's ensembles. Mnthly Weath. Rev., 136, 4113-4129.
    • (2008) Mnthly Weath. Rev. , vol.136 , pp. 4113-4129
    • Bowler, N.E.1    Arribas, A.2    Mylne, K.R.3
  • 4
    • 0000133998 scopus 로고
    • An analysis of transformations (with discussion)
    • Box, G. E. P. and Cox, D. R. (1964) An analysis of transformations (with discussion). J. R. Statist. Soc. B, 26, 211-252.
    • (1964) J. R. Statist. Soc. B , vol.26 , pp. 211-252
    • Box, G.E.P.1    Cox, D.R.2
  • 5
    • 0033887936 scopus 로고    scopus 로고
    • Housing standards and excess winter mortality
    • Clinch, J. P. and Healy, J. D. (2000) Housing standards and excess winter mortality. J. Epidem. Commty Hlth, 54, 719-720.
    • (2000) J. Epidem. Commty Hlth , vol.54 , pp. 719-720
    • Clinch, J.P.1    Healy, J.D.2
  • 6
    • 0033845603 scopus 로고    scopus 로고
    • A Bayesian approach to prediction using the gravity model, with an application to patient flow modeling
    • Congdon, P. (2000) A Bayesian approach to prediction using the gravity model, with an application to patient flow modeling. Geogr. Anal., 32, 205-224.
    • (2000) Geogr. Anal. , vol.32 , pp. 205-224
    • Congdon, P.1
  • 7
    • 78650921897 scopus 로고    scopus 로고
    • The association between weather and spontaneous subarachnoid hemorrhage: an analysis of 155 US hospitals
    • Cowperthwaite, M. C. and Burnett, M. G. (2011) The association between weather and spontaneous subarachnoid hemorrhage: an analysis of 155 US hospitals. Neurosurgery, 68, 132-139.
    • (2011) Neurosurgery , vol.68 , pp. 132-139
    • Cowperthwaite, M.C.1    Burnett, M.G.2
  • 8
    • 0000974343 scopus 로고
    • Excess winter mortality: a British phenomenon?
    • Curwen, M. (1991) Excess winter mortality: a British phenomenon? Hlth Trends, 22, 169-175.
    • (1991) Hlth Trends , vol.22 , pp. 169-175
    • Curwen, M.1
  • 9
    • 33644807437 scopus 로고    scopus 로고
    • Fine particulate air pollution and hospital admission for cardiovascular and respiratory diseases
    • Dominici, F., Peng, R. D., Bell, M. L., Pham, L., McDermott, A., Zeger, S. L. and Samet, J. M. (2006) Fine particulate air pollution and hospital admission for cardiovascular and respiratory diseases. J. Am. Med. Ass., 295, 1127-1134.
    • (2006) J. Am. Med. Ass. , vol.295 , pp. 1127-1134
    • Dominici, F.1    Peng, R.D.2    Bell, M.L.3    Pham, L.4    McDermott, A.5    Zeger, S.L.6    Samet, J.M.7
  • 10
    • 0037065490 scopus 로고    scopus 로고
    • Excess winter mortality: influenza or cold stress?: observational study
    • Donaldson, G. and Keatinge, W. (2002) Excess winter mortality: influenza or cold stress?: observational study. Br. Med. J., 324, 89-90.
    • (2002) Br. Med. J. , vol.324 , pp. 89-90
    • Donaldson, G.1    Keatinge, W.2
  • 11
    • 0033745169 scopus 로고    scopus 로고
    • Joint medium-range ensembles from the Meteorological Office and ECMWF systems
    • Evans, R. E., Harrison, M. S. J., Graham, R. J. and Mylne, K. R. (2000) Joint medium-range ensembles from the Meteorological Office and ECMWF systems. Mnthly Weath. Rev., 128, 3104-3127.
    • (2000) Mnthly Weath. Rev. , vol.128 , pp. 3104-3127
    • Evans, R.E.1    Harrison, M.S.J.2    Graham, R.J.3    Mylne, K.R.4
  • 12
    • 15044352085 scopus 로고    scopus 로고
    • Model evaluation and spatial interpolation by Bayesian combination of observations with outputs from numerical models
    • Fuentes, M. and Raftery, A. (2005) Model evaluation and spatial interpolation by Bayesian combination of observations with outputs from numerical models. Biometrics, 61, 36-45.
    • (2005) Biometrics , vol.61 , pp. 36-45
    • Fuentes, M.1    Raftery, A.2
  • 15
    • 0036668498 scopus 로고    scopus 로고
    • Associations of cold temperatures with GP consultations for respiratory and cardiovascular disease amongst the elderly in London
    • Hajat, S. and Haines, A. (2002) Associations of cold temperatures with GP consultations for respiratory and cardiovascular disease amongst the elderly in London. Int. J. Epidem., 31, 825-830.
    • (2002) Int. J. Epidem. , vol.31 , pp. 825-830
    • Hajat, S.1    Haines, A.2
  • 16
    • 33847006637 scopus 로고    scopus 로고
    • Heat-related and cold-related deaths in England and Wales: who is at risk?
    • Hajat, S., Kovats, R. S. and Lachowycz, K. (2007) Heat-related and cold-related deaths in England and Wales: who is at risk? Occupnl Environ. Med., 64, 93-100.
    • (2007) Occupnl Environ. Med. , vol.64 , pp. 93-100
    • Hajat, S.1    Kovats, R.S.2    Lachowycz, K.3
  • 17
    • 0037934010 scopus 로고    scopus 로고
    • Excess winter mortality in Europe: a cross country analysis identifying key risk factors
    • Healy, J. (2003) Excess winter mortality in Europe: a cross country analysis identifying key risk factors. J. Epidem. Commty Hlth, 57, 784-789.
    • (2003) J. Epidem. Commty Hlth , vol.57 , pp. 784-789
    • Healy, J.1
  • 21
    • 84891903674 scopus 로고    scopus 로고
    • Office for National Statistics National Statistics Online-population estimates. Office for National Statistics, London. (Available from .)
    • Office for National Statistics (2004) National Statistics Online-population estimates. Office for National Statistics, London. (Available from www.neighbourhood.statistics.gov.uk/dissemination.)
    • (2004)
  • 22
    • 84891901265 scopus 로고    scopus 로고
    • Using Bayesian model averaging to calib rate forecast ensembles
    • Raftery, A. E., Gneiting, T., Balabdaoui, F. and Polakowsk, M. (2005) Using Bayesian model averaging to calib rate forecast ensembles. Mnthly Weath. Rev., 138, 4199-4211.
    • (2005) Mnthly Weath. Rev. , vol.138 , pp. 4199-4211
    • Raftery, A.E.1    Gneiting, T.2    Balabdaoui, F.3    Polakowsk, M.4
  • 23
    • 38349026384 scopus 로고    scopus 로고
    • High resolution space-time ozone modeling for assessing trends
    • Sahu, S. K., Gelfand, A. E. and Holland, D. M. (2007) High resolution space-time ozone modeling for assessing trends. J. Am. Statist. Ass., 102, 1221-1234.
    • (2007) J. Am. Statist. Ass. , vol.102 , pp. 1221-1234
    • Sahu, S.K.1    Gelfand, A.E.2    Holland, D.M.3
  • 24
    • 0347404807 scopus 로고
    • A survey of human biometeorology
    • Sargeant, F. (1964) A survey of human biometeorology. Int. J. Biometeorol., 9, 1-3.
    • (1964) Int. J. Biometeorol. , vol.9 , pp. 1-3
    • Sargeant, F.1
  • 25
    • 0000120766 scopus 로고
    • Estimating the dimension of a model
    • Schwarz, G. E. (1978) Estimating the dimension of a model. Ann. Statist., 6, 461-464.
    • (1978) Ann. Statist. , vol.6 , pp. 461-464
    • Schwarz, G.E.1
  • 26
    • 0042128693 scopus 로고    scopus 로고
    • Hierarchical regression with misaligned spatial data: relating ambient ozone and pediatric asthma ER visits in Atlanta
    • Zhu, L., Carlin, B. P. and Gelfand, A. E. (2003) Hierarchical regression with misaligned spatial data: relating ambient ozone and pediatric asthma ER visits in Atlanta. Environmetrics, 14, 537-557.
    • (2003) Environmetrics , vol.14 , pp. 537-557
    • Zhu, L.1    Carlin, B.P.2    Gelfand, A.E.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.