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Volumn 9, Issue 4, 2015, Pages 1889-1905

Space–time smoothing of complex survey data: Small area estimation for child mortality

Author keywords

Bayesian smoothing; Infant mortality; Small area estimation; Survey sampling

Indexed keywords


EID: 84960389652     PISSN: 19326157     EISSN: 19417330     Source Type: Journal    
DOI: 10.1214/15-AOAS872     Document Type: Article
Times cited : (75)

References (48)
  • 1
    • 84919448189 scopus 로고    scopus 로고
    • Global estimation of child mortality using a Bayesian B-spline Bias-reduction model
    • MR3292491
    • ALKEMA, L. and NEW, J. R. (2014). Global estimation of child mortality using a Bayesian B-spline Bias-reduction model. Ann. Appl. Stat. 8 2122–2149. MR3292491
    • (2014) Ann. Appl. Stat , vol.8 , pp. 2122-2149
    • Alkema, L.1    New, J.R.2
  • 2
    • 84904265843 scopus 로고    scopus 로고
    • Child mortality estimation 2013: An overview of updates in estimation methods by the United Nations inter-agency group for child mortality estimation
    • ALKEMA, L., NEW, J. R., PEDERSEN, J., YOU, D. et al. (2014). Child mortality estimation 2013: An overview of updates in estimation methods by the United Nations inter-agency group for child mortality estimation. PloS ONE 9 e101112.
    • (2014) Plos ONE , vol.9
    • Alkema, L.1    New, J.R.2    Pedersen, J.3    You, D.4
  • 4
    • 28344449679 scopus 로고
    • Bayesian image restoration, with two applications in spatial statistics
    • MR1105822
    • BESAG, J., YORK, J. and MOLLIÉ, A. (1991). Bayesian image restoration, with two applications in spatial statistics. Ann. Inst. Statist. Math. 43 1–59. MR1105822
    • (1991) Ann. Inst. Statist. Math , vol.43 , pp. 1-59
    • Besag, J.1    York, J.2    Mollié, A.3
  • 5
    • 0000601258 scopus 로고
    • On the variances of asymptotically normal estimators from complex surveys
    • MR0731144
    • BINDER, D. A. (1983). On the variances of asymptotically normal estimators from complex surveys. Int. Stat. Rev. 51 279–292. MR0731144
    • (1983) Int. Stat. Rev , vol.51 , pp. 279-292
    • Binder, D.A.1
  • 6
    • 39049116051 scopus 로고    scopus 로고
    • Dss and dhs: Longitudinal and cross-sectional viewpoints on child and adolescent mortality in Ethiopia
    • BYASS, P., WORKU, A., EMMELIN, A. and BERHANE, Y. (2007). Dss and dhs: Longitudinal and cross-sectional viewpoints on child and adolescent mortality in Ethiopia. Population Health Metrics 5 12.
    • (2007) Population Health Metrics , vol.5 , pp. 12
    • Byass, P.1    Worku, A.2    Emmelin, A.3    Berhane, Y.4
  • 7
    • 84919417559 scopus 로고    scopus 로고
    • Hyak mortality monitoring system innovative sampling and estimation methods: Proof of concept by simulation
    • Center for Statistics and the Social Sciences (CSSS), Univ. Washington
    • CLARK, S. J., WAKEFIELD, J., MCCORMICK, T. and MICHELLE, R. (2012). Hyak mortality monitoring system innovative sampling and estimation methods: Proof of concept by simulation. Technical Report 118, Center for Statistics and the Social Sciences (CSSS), Univ. Washington.
    • (2012) Technical Report 118
    • Clark, S.J.1    Wakefield, J.2    McCormick, T.3    Michelle, R.4
  • 8
    • 84875479611 scopus 로고    scopus 로고
    • Young children’s probability of dying before and after their mother’s death: A rural South African population-based surveillance study
    • CLARK, S. J., KAHN, K., HOULE, B., ARTECHE, A., COLLINSON, M. A., TOLLMAN, S. M. and STEIN, A. (2013). Young children’s probability of dying before and after their mother’s death: A rural South African population-based surveillance study. PLoS Med. 10 e1001409.
    • (2013) Plos Med , vol.10
    • Clark, S.J.1    Kahn, K.2    Houle, B.3    Arteche, A.4    Collinson, M.A.5    Tollman, S.M.6    Stein, A.7
  • 9
    • 85082149411 scopus 로고
    • Demographic Health Survey 1991/1992
    • DEMOGRAPHIC AND HEALTH SURVEYS (1992). Demographic Health Survey 1991/1992. Bureau of Statistics Planning Commission.
    • (1992) Bureau of Statistics Planning Commission
  • 15
    • 77956640383 scopus 로고    scopus 로고
    • Bayesian inference for generalized linear mixed models
    • FONG, Y., RUE, H. and WAKEFIELD, J. (2010). Bayesian inference for generalized linear mixed models. Biostatistics 11 397–412.
    • (2010) Biostatistics , vol.11 , pp. 397-412
    • Fong, Y.1    Rue, H.2    Wakefield, J.3
  • 16
    • 79961064925 scopus 로고    scopus 로고
    • The distribution and effects of child mortality risk factors in Ethiopia: A comparison of estimates from dss and dhs
    • FOTTRELL, E., ENQUSELASSIE, F. and BYASS, P. (2009). The distribution and effects of child mortality risk factors in Ethiopia: A comparison of estimates from dss and dhs. Ethiopian Journal of Health Development 23 163–168.
    • (2009) Ethiopian Journal of Health Development , vol.23 , pp. 163-168
    • Fottrell, E.1    Enquselassie, F.2    Byass, P.3
  • 17
    • 49449108749 scopus 로고    scopus 로고
    • Struggles with survey weighting and regression modeling
    • MR2408951
    • GELMAN, A. (2007). Struggles with survey weighting and regression modeling. Statist. Sci. 22 153– 164. MR2408951
    • (2007) Statist. Sci , vol.22
    • Gelman, A.1
  • 18
    • 33746317297 scopus 로고    scopus 로고
    • Risk factors for childhood mortality in sub-Saharan Africa. A comparison of data from a demographic and health survey and from a demographic surveillance system
    • HAMMER, G. P., KOUYATÉ, B., RAMROTH, H. and BECHER, H. (2006). Risk factors for childhood mortality in sub-Saharan Africa. A comparison of data from a demographic and health survey and from a demographic surveillance system. Acta Trop. 98 212–218.
    • (2006) Acta Trop , vol.98 , pp. 212-218
    • Hammer, G.P.1    Kouyaté, B.2    Ramroth, H.3    Becher, H.4
  • 19
    • 79955479019 scopus 로고    scopus 로고
    • Posterior and cross-validatory predictive checks: A comparison of MCMC and INLA
    • Physica-Verlag/Springer, Heidelberg. MR2664630
    • HELD L., SCHRÖDLE B. and RUE H. (2010). Posterior and cross-validatory predictive checks: A comparison of MCMC and INLA. In Statistical Modelling and Regression Structures 91–110. Physica-Verlag/Springer, Heidelberg. MR2664630
    • (2010) Statistical Modelling and Regression Structures , pp. 91-110
    • Held, L.1    Schrödle, B.2    Rue, H.3
  • 20
    • 84947396376 scopus 로고
    • A generalization of sampling without replacement from a finite universe
    • MR0053460
    • HORVITZ, D. G. and THOMPSON, D. J. (1952). A generalization of sampling without replacement from a finite universe. J. Amer. Statist. Assoc. 47 663–685. MR0053460
    • (1952) J. Amer. Statist. Assoc , vol.47 , pp. 663-685
    • Horvitz, D.G.1    Thompson, D.J.2
  • 21
    • 84960324217 scopus 로고    scopus 로고
    • INDEPTH NETWORK (2014). Health and demographic surveillance systems. Available at http://www.indepthnetwork.org/index.php?option=com_content&task=view&id=1798&Itemid=501.
    • (2014) Health and Demographic Surveillance Systems
  • 22
    • 21844515763 scopus 로고
    • Easy estimation methods for discrete-time duration models
    • JENKINS, S. P. (1995). Easy estimation methods for discrete-time duration models. Oxford Bulletin of Economics and Statistics 57 129–136.
    • (1995) Oxford Bulletin of Economics and Statistics , vol.57 , pp. 129-136
    • Jenkins, S.P.1
  • 23
    • 0034665770 scopus 로고    scopus 로고
    • Bayesian modelling of inseparable space–time variation in disease risk
    • KNORR-HELD, L. (2000). Bayesian modelling of inseparable space–time variation in disease risk. Stat. Med. 19 2555–2567.
    • (2000) Stat. Med , vol.19 , pp. 2555-2567
    • Knorr-Held, L.1
  • 24
    • 0004202334 scopus 로고    scopus 로고
    • 2nd ed. Brooks/Cole, Cengage Learning, Boston, MA. MR3057878
    • LOHR, S. L. (2010). Sampling: Design and Analysis, 2nd ed. Brooks/Cole, Cengage Learning, Boston, MA. MR3057878
    • (2010) Sampling: Design and Analysis
    • Lohr, S.L.1
  • 25
    • 4544228988 scopus 로고    scopus 로고
    • Analysis of complex survey samples
    • LUMLEY, T. (2004). Analysis of complex survey samples. Journal of Statistical Software 9 1–19.
    • (2004) Journal of Statistical Software , vol.9 , pp. 1-19
    • Lumley, T.1
  • 26
    • 84892381361 scopus 로고    scopus 로고
    • A comparison of spatial smoothing methods for small area estimation with sampling weights
    • MR3326822
    • MERCER, L., WAKEFIELD, J., CHEN, C. and LUMLEY, T. (2014). A comparison of spatial smoothing methods for small area estimation with sampling weights. Spat. Stat. 8 69–85. MR3326822
    • (2014) Spat. Stat , vol.8 , pp. 69-85
    • Mercer, L.1    Wakefield, J.2    Chen, C.3    Lumley, T.4
  • 29
    • 84865541766 scopus 로고    scopus 로고
    • Child mortality estimation: Appropriate time periods for child mortality estimates from full birth histories
    • PEDERSEN, J. and LIU, J. (2012). Child mortality estimation: Appropriate time periods for child mortality estimates from full birth histories. PLoS Med. 9 e1001289.
    • (2012) Plos Med , vol.9
    • Pedersen, J.1    Liu, J.2
  • 30
    • 45849088346 scopus 로고    scopus 로고
    • Penalized loss functions for Bayesian model comparison
    • PLUMMER, M. (2008). Penalized loss functions for Bayesian model comparison. Biostatistics 9 523–539.
    • (2008) Biostatistics , vol.9 , pp. 523-539
    • Plummer, M.1
  • 31
    • 77952603871 scopus 로고    scopus 로고
    • Monographs on Statistics and Applied Probability 104. Chapman & Hall/CRC, Boca Raton, FL. MR2130347
    • RUE, H. and HELD, L. (2005). Gaussian Markov Random Fields: Theory and Applications. Monographs on Statistics and Applied Probability 104. Chapman & Hall/CRC, Boca Raton, FL. MR2130347
    • (2005) Gaussian Markov Random Fields: Theory and Applications
    • Rue, H.1    Held, L.2
  • 32
    • 62849120031 scopus 로고    scopus 로고
    • Approximate Bayesian inference for latent Gaussian models by using integrated nested Laplace approximations
    • MR2649602
    • RUE, H., MARTINO, S. and CHOPIN, N. (2009). Approximate Bayesian inference for latent Gaussian models by using integrated nested Laplace approximations. J. R. Stat. Soc. Ser. B. Stat. Methodol. 71 319–392. MR2649602
    • (2009) J. R. Stat. Soc. Ser. B. Stat. Methodol , vol.71 , pp. 319-392
    • Rue, H.1    Martino, S.2    Chopin, N.3
  • 34
    • 80052584942 scopus 로고    scopus 로고
    • Spatio-temporal disease mapping using INLA
    • MR2843139
    • SCHRÖDLE, B. and HELD, L. (2011). Spatio-temporal disease mapping using INLA. Environmetrics 22 725–734. MR2843139
    • (2001) Environmetrics , vol.22 , pp. 725-734
    • Schrödle, B.1    Held, L.2
  • 35
    • 84880891025 scopus 로고    scopus 로고
    • Scaling intrinsic Gaussian Markov random field priors in spatial modelling
    • MR3326820
    • SØRBYE, S. H. and RUE, H. (2014). Scaling intrinsic Gaussian Markov random field priors in spatial modelling. Spat. Stat. 8 39–51. MR3326820
    • (2014) Spat. Stat , vol.8 , pp. 39-51
    • Sørbye, S.H.1    Rue, H.2
  • 38
  • 43
    • 84921308511 scopus 로고    scopus 로고
    • UN
    • UN (2014e). Sustainable development goals. Available at http://sustainabledevelopment.un.org/owg.html.
    • (2014) Sustainable Development Goals
  • 45
    • 64349087011 scopus 로고    scopus 로고
    • Multi-level modelling, the ecologic fallacy, and hybrid study designs
    • WAKEFIELD, J. (2009). Multi-level modelling, the ecologic fallacy, and hybrid study designs. Int. J. Epidemiol. 38 330–336.
    • (2009) Int. J. Epidemiol , vol.38 , pp. 330-336
    • Wakefield, J.1
  • 46
    • 84904972811 scopus 로고    scopus 로고
    • Global, regional, and national levels of neonatal, infant, and under-5 mortality during 1990–2013: A systematic analysis for the global burden of disease study 2013
    • WANG, H., LIDDELL, C. A., COATES, M. M., MOONEY, M. D., LEVITZ, C. E., SCHUMACHER, A. E., APFEL, H., IANNARONE, M., PHILLIPS, B., LOFGREN, K. T. et al. (2014). Global, regional, and national levels of neonatal, infant, and under-5 mortality during 1990–2013: A systematic analysis for the global burden of disease study 2013. The Lancet 384 957–979.
    • (2014) The Lancet , vol.384 , pp. 957-979
    • Wang, H.1    Liddell, C.A.2    Coates, M.M.3    Mooney, M.D.4    Levitz, C.E.5    Schumacher, A.E.6    Apfel, H.7    Iannarone, M.8    Phillips, B.9    Lofgren, K.T.10
  • 48
    • 84865660028 scopus 로고    scopus 로고
    • Health and demographic surveillance systems: A step towards full civil registration and vital statistics system in sub-Sahara Africa?
    • YE, Y., WAMUKOYA, M., EZEH, A., EMINA, J. B. and SANKOH, O. (2012). Health and demographic surveillance systems: A step towards full civil registration and vital statistics system in sub-Sahara Africa? BMC Public Health 12 741.
    • (2012) BMC Public Health , vol.12 , pp. 741
    • Ye, Y.1    Wamukoya, M.2    Ezeh, A.3    Emina, J.B.4    Sankoh, O.5


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