메뉴 건너뛰기




Volumn 99, Issue 466, 2004, Pages 314-324

Bayesian factor analysis for spatially correlated data, with application to summarizing area-level material deprivation from census data

Author keywords

Conditional autoregressive model; Health inequalities; Latent variable; Posterior rank; Small area estimation; Socioeconomic status; Townsend index

Indexed keywords


EID: 2942599458     PISSN: 01621459     EISSN: None     Source Type: Journal    
DOI: 10.1198/016214504000000296     Document Type: Article
Times cited : (123)

References (39)
  • 1
    • 0034413190 scopus 로고    scopus 로고
    • Bayesian dynamic factor models and portfolio allocation
    • Aguilar, O., and West, M. (2000), "Bayesian Dynamic Factor Models and Portfolio Allocation," Journal of Business & Economic Statistics, 18, 338-357.
    • (2000) Journal of Business & Economic Statistics , vol.18 , pp. 338-357
    • Aguilar, O.1    West, M.2
  • 2
    • 0036786932 scopus 로고    scopus 로고
    • Interrelations between three proxies of health care need at the small area level: An urban/rural comparison
    • Barnett, S., Roderick, P., Martin, D., Diamond, I., and Wrigley, H. (2002), "Interrelations Between Three Proxies of Health Care Need at the Small Area Level: An Urban/Rural Comparison," Journal of Epidemiology and Community Health, 56, 754-761.
    • (2002) Journal of Epidemiology and Community Health , vol.56 , pp. 754-761
    • Barnett, S.1    Roderick, P.2    Martin, D.3    Diamond, I.4    Wrigley, H.5
  • 4
    • 0028835190 scopus 로고
    • Bayesian estimates of disease maps: How important are priors?
    • Bernardinelli, L., Clayton, D., and Montomoli, C. (1995), "Bayesian Estimates of Disease Maps: How Important Are Priors?" Statistics in Medicine, 14, 2411-2431.
    • (1995) Statistics in Medicine , vol.14 , pp. 2411-2431
    • Bernardinelli, L.1    Clayton, D.2    Montomoli, C.3
  • 5
    • 0000913755 scopus 로고
    • Spatial interaction and the statistical analysis of lattice systems
    • with discussion
    • Besag, J. (1974), "Spatial Interaction and the Statistical Analysis of Lattice Systems" (with discussion), Journal of the Royal Statistical Society, Ser. B, 35, 192-236.
    • (1974) Journal of the Royal Statistical Society, Ser. B , vol.35 , pp. 192-236
    • Besag, J.1
  • 6
    • 0000826902 scopus 로고    scopus 로고
    • Bayesian models for spatially correlated disease and exposure data
    • eds. J. M. Bernardo, J. O. Berger, A. P. Dawid, and A. F. M. Smith, Oxford, U.K.: Clarendon Press
    • Best, N. G., Arnold, R. A., Thomas, A., Waller, L. A., and Conlon, E. M. (1999), "Bayesian Models for Spatially Correlated Disease and Exposure Data," in Bayesian Statistics 6, eds. J. M. Bernardo, J. O. Berger, A. P. Dawid, and A. F. M. Smith, Oxford, U.K.: Clarendon Press, pp. 131-156.
    • (1999) Bayesian Statistics , vol.6 , pp. 131-156
    • Best, N.G.1    Arnold, R.A.2    Thomas, A.3    Waller, L.A.4    Conlon, E.M.5
  • 7
    • 0029561340 scopus 로고
    • Deprivation indices: Their interpretation and use in relation to health
    • Carstairs, V. (1995), "Deprivation Indices: Their Interpretation and Use in Relation to Health," Journal of Epidemiology and Community Health, 49 (Suppl. 2), S3-S8.
    • (1995) Journal of Epidemiology and Community Health , vol.49 , Issue.SUPPL. 2
    • Carstairs, V.1
  • 9
    • 0037902272 scopus 로고    scopus 로고
    • Modeling and prediction for multivariate spatial factor analysis
    • _ (2003), "Modeling and Prediction for Multivariate Spatial Factor Analysis," Journal of Statistical Planning and Inference, 115, 543-564.
    • (2003) Journal of Statistical Planning and Inference , vol.115 , pp. 543-564
  • 14
    • 0002799511 scopus 로고    scopus 로고
    • Model choice: A minimum posterior predictive loss approach
    • Gelfand, A. E., and Ghosh, S. K. (1998), "Model Choice: A Minimum Posterior Predictive Loss Approach," Biometrika, 85, 1-11.
    • (1998) Biometrika , vol.85 , pp. 1-11
    • Gelfand, A.E.1    Ghosh, S.K.2
  • 15
    • 0030539706 scopus 로고    scopus 로고
    • Measuring the pricing error of the arbitrage pricing theory
    • Geweke, J., and Zhou, G. (1996), "Measuring the Pricing Error of the Arbitrage Pricing Theory," The Review of Financial Studies, 9, 557-587.
    • (1996) The Review of Financial Studies , vol.9 , pp. 557-587
    • Geweke, J.1    Zhou, G.2
  • 16
    • 0024450494 scopus 로고
    • Comparison of two scores for allocating resources to doctors in deprived areas
    • Hutchinson, A., Foy, C., and Sandhu, B. (1989), "Comparison of Two Scores for Allocating Resources to Doctors in Deprived Areas," British Medical Journal, 299, 1142-1144.
    • (1989) British Medical Journal , vol.299 , pp. 1142-1144
    • Hutchinson, A.1    Foy, C.2    Sandhu, B.3
  • 17
    • 0020539659 scopus 로고
    • Identification of underprivileged areas
    • Jarman, B. (1983), "Identification of Underprivileged Areas," British Medical Journal, 286, 1705-1709.
    • (1983) British Medical Journal , vol.286 , pp. 1705-1709
    • Jarman, B.1
  • 18
    • 0036726008 scopus 로고    scopus 로고
    • Geocoding and monitoring of U.S socioeconomic inequalities in mortality and cancer incidence: Does the choice of area-based measure and geographic level matter?
    • Krieger, N., Chen, J. T., Waterman, P. D., Soobader, M. J., Subramanian, S. V., and Carson, R. (2002), "Geocoding and Monitoring of U.S. Socioeconomic Inequalities in Mortality and Cancer Incidence: Does the Choice of Area-Based Measure and Geographic Level Matter?" American Journal of Epidemiology, 156, 471-482.
    • (2002) American Journal of Epidemiology , vol.156 , pp. 471-482
    • Krieger, N.1    Chen, J.T.2    Waterman, P.D.3    Soobader, M.J.4    Subramanian, S.V.5    Carson, R.6
  • 19
    • 0037553826 scopus 로고    scopus 로고
    • Geocoding and measurement of neighborhood socioeconomic position: A U.S. perspective
    • ed. I. Kawachi, Oxford, U.K.: Oxford University Press
    • Krieger, N., Zierler, S., Hogan, J. W., Waterman, P., Chen, J., Lemieux, K., and Gjelsvik, A. (2001), "Geocoding and Measurement of Neighborhood Socioeconomic Position: A U.S. Perspective," in Neighborhoods and Health, ed. I. Kawachi, Oxford, U.K.: Oxford University Press, pp. 147-178.
    • (2001) Neighborhoods and Health , pp. 147-178
    • Krieger, N.1    Zierler, S.2    Hogan, J.W.3    Waterman, P.4    Chen, J.5    Lemieux, K.6    Gjelsvik, A.7
  • 24
    • 0037915276 scopus 로고    scopus 로고
    • Bayesian inference in factor analysis (revised)
    • University of California-Riverside, Dept. of Statistics
    • Press, S. J., and Shigemasu, K. (1997), "Bayesian Inference in Factor Analysis (Revised)," Technical Report 243, University of California-Riverside, Dept. of Statistics.
    • (1997) Technical Report , vol.243
    • Press, S.J.1    Shigemasu, K.2
  • 25
    • 0033229341 scopus 로고    scopus 로고
    • Assessing direct and indirect effects in multilevel designs with latent variables
    • Raudenbush, S. W., and Sampson, R. (1999), "Assessing Direct and Indirect Effects in Multilevel Designs With Latent Variables," Sociological Methods & Research, 28, 123-153.
    • (1999) Sociological Methods & Research , vol.28 , pp. 123-153
    • Raudenbush, S.W.1    Sampson, R.2
  • 28
    • 0029938347 scopus 로고    scopus 로고
    • Latent variable models with fixed effects
    • Sammel, M. D., and Ryan, L. M. (1996), "Latent Variable Models With Fixed Effects," Biometrics, 52, 650-663.
    • (1996) Biometrics , vol.52 , pp. 650-663
    • Sammel, M.D.1    Ryan, L.M.2
  • 29
    • 0027509888 scopus 로고
    • Weighting in the dark: Resource allocation in the new NHS
    • Sheldon, T. A., Davey-Smith, G., and Bevan, G. (1993), "Weighting in the Dark: Resource Allocation in the New NHS," British Medical Journal, 306, 835-839.
    • (1993) British Medical Journal , vol.306 , pp. 835-839
    • Sheldon, T.A.1    Davey-Smith, G.2    Bevan, G.3
  • 32
    • 0009056189 scopus 로고    scopus 로고
    • Posterior distribution of hierarchical models using CAR(1) distributions
    • Sun, D., Tsutakawa, R. K., and Speckman, P. L. (1999), "Posterior Distribution of Hierarchical Models Using CAR(1) Distributions," Biometrika, 86, 341-350.
    • (1999) Biometrika , vol.86 , pp. 341-350
    • Sun, D.1    Tsutakawa, R.K.2    Speckman, P.L.3
  • 33
    • 0032740822 scopus 로고    scopus 로고
    • Cardiovascular risk factors and the neighbourhood environment: A multilevel analysis
    • Sundquist, J., Malmström, M., and Johansson, S. E. (1999), "Cardiovascular Risk Factors and the Neighbourhood Environment: A Multilevel Analysis," International Journal of Epidemiology, 28, 841-845.
    • (1999) International Journal of Epidemiology , vol.28 , pp. 841-845
    • Sundquist, J.1    Malmström, M.2    Johansson, S.E.3
  • 34
    • 0022266522 scopus 로고
    • Inequalities in health in the city of bristol: A preliminary review of statistical evidence
    • Townsend, P., Simpson, D., and Tibbs, N. (1985), "Inequalities in Health in the City of Bristol: A Preliminary Review of Statistical Evidence," International Journal of Health Services, 15, 637-663.
    • (1985) International Journal of Health Services , vol.15 , pp. 637-663
    • Townsend, P.1    Simpson, D.2    Tibbs, N.3
  • 35
    • 84862356003 scopus 로고    scopus 로고
    • accessed September 19, 2003, App. C
    • U.S. Census Bureau (1999), "1990 Census of Population and Housing-CPH-4," available at http://www.census.gov/prod/1/90dec/cph4/ 90cph4.htm, accessed September 19, 2003, App. C.
    • (1999) 1990 Census of Population and Housing-CPH-4
  • 38
    • 2942596810 scopus 로고    scopus 로고
    • Generalized common spatial factor model
    • _ (2003), "Generalized Common Spatial Factor Model," Biostatistics, 4, 569-582.
    • (2003) Biostatistics , vol.4 , pp. 569-582
  • 39
    • 0032739879 scopus 로고    scopus 로고
    • Socio-economic deprivation and the prevalence and prediction of depression in older community residents: The mrc-alpha study
    • Wilson, K.C., Chen, R., Taylor, S., McCracken, C. F., and Copeland, J. R. (1999), "Socio-Economic Deprivation and the Prevalence and Prediction of Depression in Older Community Residents: The MRC-ALPHA Study," British Journal of Psychiatry, 175, 549-553.
    • (1999) British Journal of Psychiatry , vol.175 , pp. 549-553
    • Wilson, K.C.1    Chen, R.2    Taylor, S.3    McCracken, C.F.4    Copeland, J.R.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.