메뉴 건너뛰기




Volumn 30, Issue 12, 2011, Pages 1381-1396

Bayes computation for ecological inference

Author keywords

Auxiliary data; Case control sampling; Ecological bias; Markov chain Monte Carlo

Indexed keywords

ALGORITHM; ARTICLE; BAYES THEOREM; CALCULATION; CASE CONTROL SAMPLING; CAUCASIAN; DATA ANALYSIS; DIABETES MELLITUS; ECOLOGICAL DATA; FEMALE; GENDER; HUMAN; LOW BIRTH WEIGHT; MALE; METHODOLOGY; NORMAL APPROXIMATION; POISSON DISTRIBUTION; PROBABILITY; RACE DIFFERENCE; RANDOM SAMPLE; SAMPLE SIZE; SAMPLING; SIMULATION; STATISTICAL CONCEPTS; STATISTICAL MODEL;

EID: 79955829363     PISSN: 02776715     EISSN: 10970258     Source Type: Journal    
DOI: 10.1002/sim.4214     Document Type: Article
Times cited : (15)

References (43)
  • 2
    • 84926083028 scopus 로고    scopus 로고
    • A comparison of approaches to ecological inference in epidemiology, political science and sociology
    • In, King G, Rosen O, Tanner M (eds). Cambridge University Press: Cambridge
    • Salway R, Wakefield J. A comparison of approaches to ecological inference in epidemiology, political science and sociology. In Ecological Inference: New Methodological Strategies, King G, Rosen O, Tanner M (eds). Cambridge University Press: Cambridge, 2004.
    • (2004) Ecological Inference: New Methodological Strategies
    • Salway, R.1    Wakefield, J.2
  • 3
    • 0001042798 scopus 로고
    • Ecological correlations and the behavior of individuals
    • Robinson WS. Ecological correlations and the behavior of individuals. American Sociological Review 1950; 15:351-357.
    • (1950) American Sociological Review , vol.15 , pp. 351-357
    • Robinson, W.S.1
  • 4
    • 0023135454 scopus 로고
    • Comparison of relative risks obtained in ecological and individual studies: some methodological considerations
    • Richardson S, Stucker I, Hémon D. Comparison of relative risks obtained in ecological and individual studies: some methodological considerations. International Journal of Epidemiology 1987; 16:111-120.
    • (1987) International Journal of Epidemiology , vol.16 , pp. 111-120
    • Richardson, S.1    Stucker, I.2    Hémon, D.3
  • 6
    • 0028204391 scopus 로고
    • Ecological studies: biases, misconceptions and counterexamples
    • Greenland S, Robins J. Ecological studies: biases, misconceptions and counterexamples. American Journal of Epidemiology 1994; 139:747-760.
    • (1994) American Journal of Epidemiology , vol.139 , pp. 747-760
    • Greenland, S.1    Robins, J.2
  • 8
    • 0037595501 scopus 로고    scopus 로고
    • Combining aggregate and individual level data to estimate an individual level correlation coefficient
    • Raghunathan T, Diehr P, Cheadle A. Combining aggregate and individual level data to estimate an individual level correlation coefficient. Journal of Educational and Behavioral Statistics 2003; 28:1-19.
    • (2003) Journal of Educational and Behavioral Statistics , vol.28 , pp. 1-19
    • Raghunathan, T.1    Diehr, P.2    Cheadle, A.3
  • 10
    • 33745453391 scopus 로고    scopus 로고
    • Improving ecological inference using individual-level data
    • Jackson C, Best N, Richardson S. Improving ecological inference using individual-level data. Statistics in Medicine 2006; 25:2136-2159.
    • (2006) Statistics in Medicine , vol.25 , pp. 2136-2159
    • Jackson, C.1    Best, N.2    Richardson, S.3
  • 11
    • 38149102302 scopus 로고    scopus 로고
    • Hierarchical related regression for combining aggregate and individual data in studies of socio-economic disease risk factors
    • Jackson C, Best N, Richardson S. Hierarchical related regression for combining aggregate and individual data in studies of socio-economic disease risk factors. Journal of the Royal Statistical Society, Series A 2008; 171:159-178.
    • (2008) Journal of the Royal Statistical Society, Series A , vol.171 , pp. 159-178
    • Jackson, C.1    Best, N.2    Richardson, S.3
  • 12
    • 57849141635 scopus 로고    scopus 로고
    • r × c ecological inference: bounds, correlations, flexibility and transparency of assumptions
    • Greiner D, Quinn K. r × c ecological inference: bounds, correlations, flexibility and transparency of assumptions. Journal of the Royal Statistical Society, Series A 2009; 172:67-81.
    • (2009) Journal of the Royal Statistical Society, Series A , vol.172 , pp. 67-81
    • Greiner, D.1    Quinn, K.2
  • 13
    • 0028991556 scopus 로고
    • On the reliability and precision of within- and between-population estimates of relative rate parameters
    • Sheppard L, Prentice R. On the reliability and precision of within- and between-population estimates of relative rate parameters. Biometrics 1995; 51:853-863.
    • (1995) Biometrics , vol.51 , pp. 853-863
    • Sheppard, L.1    Prentice, R.2
  • 14
    • 34247178499 scopus 로고    scopus 로고
    • Hierarchical models for combining ecological and case-control data
    • Haneuse S, Wakefied J. Hierarchical models for combining ecological and case-control data. Biometrics 2007; 63:128-136.
    • (2007) Biometrics , vol.63 , pp. 128-136
    • Haneuse, S.1    Wakefied, J.2
  • 16
    • 0001630422 scopus 로고    scopus 로고
    • Maximum likelihood estimation of logistic regression parameters under two-phase, outcome-dependent sampling
    • Breslow N, Holubkov R. Maximum likelihood estimation of logistic regression parameters under two-phase, outcome-dependent sampling. Journal of the Royal Statistical Society, Series B 1997; 59:447-461.
    • (1997) Journal of the Royal Statistical Society, Series B , vol.59 , pp. 447-461
    • Breslow, N.1    Holubkov, R.2
  • 17
    • 0002650537 scopus 로고    scopus 로고
    • Fitting regression models to case-control data by maximum likelihood
    • Scott A, Wild C. Fitting regression models to case-control data by maximum likelihood. Biometrika 1997; 51:54-71.
    • (1997) Biometrika , vol.51 , pp. 54-71
    • Scott, A.1    Wild, C.2
  • 18
    • 42049089741 scopus 로고    scopus 로고
    • Overcoming ecological bias using the two-phase study design
    • Wakefield J, Haneuse S. Overcoming ecological bias using the two-phase study design. American Journal of Epidemiology 2008; 167:908-916.
    • (2008) American Journal of Epidemiology , vol.167 , pp. 908-916
    • Wakefield, J.1    Haneuse, S.2
  • 22
    • 0034666026 scopus 로고    scopus 로고
    • Inference on a collapsed margin in disease mapping
    • Byers S, Besag J. Inference on a collapsed margin in disease mapping. Statistics in Medicine 2000; 19:2243-2249.
    • (2000) Statistics in Medicine , vol.19 , pp. 2243-2249
    • Byers, S.1    Besag, J.2
  • 23
    • 3042772145 scopus 로고    scopus 로고
    • Prior and likelihood choices in the analysis of ecological data
    • In, King G, Rosen O, Tanner M (eds). Cambridge University Press: Cambridge
    • Wakefield J. Prior and likelihood choices in the analysis of ecological data. In Ecological Inference: New Methodological Strategies, King G, Rosen O, Tanner M (eds). Cambridge University Press: Cambridge, 2004; 13-50.
    • (2004) Ecological Inference: New Methodological Strategies , pp. 13-50
    • Wakefield, J.1
  • 25
    • 79955865616 scopus 로고    scopus 로고
    • Jags version 1.0.3 manual. Technical Report
    • Plummer M. Jags version 1.0.3 manual. Technical Report, 2009.
    • (2009)
    • Plummer, M.1
  • 26
    • 1642370803 scopus 로고    scopus 로고
    • Slice sampling (with Discussion)
    • Neal R. Slice sampling (with Discussion). Annals of Statistics 2003; 31:705-767.
    • (2003) Annals of Statistics , vol.31 , pp. 705-767
    • Neal, R.1
  • 27
    • 0032387555 scopus 로고    scopus 로고
    • Algebraic algorithms for sampling from conditional distributions
    • Diaconis P, Sturmfels B. Algebraic algorithms for sampling from conditional distributions. Annals of Statistics 1998; 26:363-397.
    • (1998) Annals of Statistics , vol.26 , pp. 363-397
    • Diaconis, P.1    Sturmfels, B.2
  • 28
    • 79955834355 scopus 로고    scopus 로고
    • Bayesian inference for incomplete 2 × R × C tables. Unpublished Manuscript, 2006.
    • Besag J. Bayesian inference for incomplete 2 × R × C tables. Unpublished Manuscript, 2006.
    • Besag, J.1
  • 29
    • 0000875733 scopus 로고
    • Generalized Monte Carlo significance tests
    • Besag J, Clifford P. Generalized Monte Carlo significance tests. Biometrika 1989; 76:633-642.
    • (1989) Biometrika , vol.76 , pp. 633-642
    • Besag, J.1    Clifford, P.2
  • 30
    • 4444350688 scopus 로고    scopus 로고
    • Markov bases for decomposable graphical models
    • Dobra A. Markov bases for decomposable graphical models. Bernoulli 2003; 9:1093-1108.
    • (2003) Bernoulli , vol.9 , pp. 1093-1108
    • Dobra, A.1
  • 31
  • 32
    • 64349087011 scopus 로고    scopus 로고
    • Multi-level modelling, the ecologic fallacy, and hybrid study designs
    • Wakefield J. Multi-level modelling, the ecologic fallacy, and hybrid study designs. International Journal of Epidemiology 2009; 38:330-336.
    • (2009) International Journal of Epidemiology , vol.38 , pp. 330-336
    • Wakefield, J.1
  • 33
    • 0035536561 scopus 로고    scopus 로고
    • Bayesian and frequentist inference for ecological inference: the R × C case
    • Rosen O, Jiang W, King G, Tanner MA. Bayesian and frequentist inference for ecological inference: the R × C case. Statistica Neerlandica 2001; 55(2):134-156.
    • (2001) Statistica Neerlandica , vol.55 , Issue.2 , pp. 134-156
    • Rosen, O.1    Jiang, W.2    King, G.3    Tanner, M.A.4
  • 34
    • 84950435288 scopus 로고
    • A network algorithm for performing Fisher's exact test in r × c contingency tables
    • Mehta CR, Patel NR. A network algorithm for performing Fisher's exact test in r × c contingency tables. Journal of the American Statistical Association 1983; 382:427-434.
    • (1983) Journal of the American Statistical Association , vol.382 , pp. 427-434
    • Mehta, C.R.1    Patel, N.R.2
  • 35
    • 0000860417 scopus 로고    scopus 로고
    • An importance sampling algorithm for exact conditional tests in log-linear models
    • Booth JG, Butler JW. An importance sampling algorithm for exact conditional tests in log-linear models. Biometrika 1999; 86:321-332.
    • (1999) Biometrika , vol.86 , pp. 321-332
    • Booth, J.G.1    Butler, J.W.2
  • 38
    • 0026689178 scopus 로고
    • Performing the exact test of Hardy-Weinberg proportion for multiple alleles
    • Guo SW, Thompson EA. Performing the exact test of Hardy-Weinberg proportion for multiple alleles. Biometrics 1992; 48:361-372.
    • (1992) Biometrics , vol.48 , pp. 361-372
    • Guo, S.W.1    Thompson, E.A.2
  • 40
    • 0035566107 scopus 로고    scopus 로고
    • A Markov chain Monte Carlo algorithm for approximating exact conditional probabilities
    • Caffo BS, Booth JG. A Markov chain Monte Carlo algorithm for approximating exact conditional probabilities. Journal of Computational and Graphical Statistics 2001; 10:730-745.
    • (2001) Journal of Computational and Graphical Statistics , vol.10 , pp. 730-745
    • Caffo, B.S.1    Booth, J.G.2
  • 41
    • 4444350688 scopus 로고    scopus 로고
    • Markov bases for decomposable graphical models
    • Dobra A. Markov bases for decomposable graphical models. Bernoulli 2003; 9:1-16.
    • (2003) Bernoulli , vol.9 , pp. 1-16
    • Dobra, A.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.