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Original Articles

A spatial structural equation model with an application to area health needs

Pages 401-412 | Received 24 Jun 2008, Published online: 27 Aug 2009

References

  • Sundquist , K. , Malmström , M. , Johansson , S. and Sundquist , J. 2003 . Care need index, a useful tool for the distribution of primary health care resources . J. Epidemiol. Community Health , 57 : 347 – 352 .
  • Smith , P. , Sheldon , T. , Martin , S. and Lelliott , P. 1996 . An index of need for psychiatric services based on in-patient utilization . Br. J. Psychiatry , 169 : 308 – 331 .
  • Glover , G. , Robin , E. , Emami , J. and Arabscheibani , G. 1998 . A needs index for mental health care . Soc. Psychiatry Psychiatr. Epidemiol. , 33 : 89 – 96 .
  • Croudace , T. , Kayne , R. and Jones , P. 2000 . Non-linear relationship between an index of social deprivation, psychiatric admission prevalence and the incidence of psychosis . Psychol. Med. , 30 : 177 – 185 .
  • Hogan , J. and Tchernis , R. 2004 . Bayesian factor analysis for spatially correlated data, with application to summarizing area-level material deprivation from census data . J. Am. Stat. Assoc. , 99 : 314 – 324 .
  • Best , N. 1999 . “ Bayesian ecological modeling ” . In Disease Mapping and Risk Assessment for Public Health , Edited by: Lawson , A. , Biggeri , A. , Böhning , D. , Lesaffre , E. , Viel , J.-F. and Bertollini , R. 194 – 201 . New York : Wiley .
  • Joreskog , K. and Goldberger , A. 1975 . Estimation of a model with multiple indicators and multiple causes of a single latent variable . J. Am. Stat. Assoc. , 70 : 631 – 639 .
  • Gelfand , A. and Smith , A. 1990 . Sampling based approaches to calculate marginal densities . J. Am. Stat. Assoc. , 85 : 398 – 409 .
  • Spiegelhalter , D. , Thomas , A. , Best , N. and Lunn , D. 2003 . “ WinBUGS User Manual, Version 1.4 ” . In MRC Biostatistics Unit Cambridge Available at www.mrc-bsu.cam.ac.uk/bugs/winbugs/contents.shtml
  • Marmot , M. and Whitehead , M. 2005 . “ Lessening inequalities and effect on coronary heart disease ” . In Coronary Heart Disease Epidemiology , 2 , Edited by: Marmot , M. and Elliott , P. Oxford : Oxford University Press .
  • Audit Commission . 2007 . Avoidable Admissions . Health Data Briefings , Available at www.audit-commission.gov.uk/Health/healthdatabriefings.asp
  • Leroux , B. , Lei , X. and Breslow , N. 1999 . “ Estimation of disease rates in small areas: A new mixed model for spatial dependence ” . In Statistical Models in Epidemiology, the Environment and Clinical Trials , Edited by: Halloran , M. and Berry , D. 135 – 178 . New York : Springer-Verlag .
  • MacNab , Y. 2007 . Mapping disability-adjusted life years: A Bayesian hierarchical model framework for burden of disease and injury assessment . Stat. Med. , 26 : 4746 – 4769 .
  • Bell , S. and Broemeling , L. 2000 . A Bayesian analysis for spatial processes with application to disease mapping . Stat. Med. , 19 : 957 – 974 .
  • Stern , H. and Cressie , N. 2000 . Posterior predictive model checks for disease mapping models . Stat. Med. , 19 : 2377 – 2397 .
  • Wang , F. and Wall , M. 2003 . Generalized common spatial factor model . Biostatistics , 4 : 569 – 582 .
  • Song , X. and Lee , S. 2002 . Bayesian estimation and testing for nonlinear factor analysis model in several populations . Struct. Equ. Model. , 9 : 523 – 553 .
  • Denison , D. , Holmes , C. , Mallick , B. and Smith , A. 2002 . Bayesian Methods for Nonlinear Classification and Regression , New York : Wiley .
  • Heady , P. , Clarke , P. , Brown , G. , Ellis , K. , Heasman , D. , Hennell , S. , Longhurst , J. and Mitchell , B. 2003 . Model-Based Small Area Estimation , Series 2 London : Office for National Statistics .
  • Laudicella , M. , Cookson , R. , Jones , A. and Rice , N. 2008 . Health care deprivation profiles in the measurement of inequality and inequity: An application to GP fundholding in the English NHS Working Paper 08/06, Health, Econometrics and Data Group, University of York
  • Sahu , S. 2002 . Bayesian estimation and model choice in item response models . J. Stat. Comput. Simul. , 72 : 217 – 232 .
  • Gelman , A. and Hill , J. 2006 . Data Analysis using Regression and Multilevel/Hierarchical Models , Cambridge : Cambridge University Press .
  • Ruppert , D. , Wand , M. and Carroll , R. 2003 . Semiparametric Regression , Cambridge : Cambridge University Press .
  • Spiegelhalter , D. , Best , N. , Carlin , B. and van der Linde , A. 2002 . Bayesian measures of model complexity and fit . J. R. Stat. Soc. Ser. B , 64 : 583 – 639 .
  • Aslanidou , H. , Dey , D. and Sinha , D. 1998 . Bayesian analysis of multivariate survival data using Monte Carlo methods . Canad. J. Stat. , 26 : 33 – 48 .
  • McCullagh , P. and Nelder , J. 1989 . Generalized Linear Models , London : Chapman and Hall .
  • Marshall , C. and Spiegelhalter , D. 2007 . Identifying outliers in Bayesian hierarchical models: A simulation-based approach . Bayesian Anal. , 2 : 1 – 33 .
  • Gelfand , A. 1996 . “ Model determination using sampling based methods ” . In Markov Chain Monte Carlo in Practice , Edited by: Gilks , W. , Richardson , S. and Spiegelhalter , D. 145 – 157 . Boca Raton, FL : Chapman and Hall/CRC .
  • Brooks , S. and Gelman , A. 1998 . General methods for monitoring convergence of iterative simulations . J. Comput. Graph. Stat. , 7 : 434 – 445 .
  • Brameld , K. and Holman , C. 2005 . The use of end-quintile comparisons to identify under-servicing of the poor and over-servicing of the rich: A longitudinal study describing the effect of socioeconomic status on healthcare . BMC Health Serv. Res. , 5 : 61
  • Carstairs , V. and Morris , R. 1991 . Deprivation and Health in Scotland , Aberdeen : Aberdeen University Press .
  • Department for Communities and Local Government . 2007 . The English Indices of Deprivation 2007: Summary . Available at www.communities.gov.uk/publications/communities/indicesdeprivation07
  • Liu , X. , Wall , M. and Hodges , J. 2005 . Generalized spatial structural equation modeling . Biostatistics , 6 : 539 – 557 .
  • Morgan , O. and Baker , A. 2006 . Measuring deprivation in England and Wales using 2001 Carstairs scores . Health Stat. Q. , 31 : 28 – 33 .
  • Natario , I. and Knorr-Held , L. 2003 . Non-parametric ecological regression and spatial variation . Biom. J. , 45 : 670 – 688 .

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