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Volumn 27, Issue 30, 2008, Pages 6332-6350

Maximum likelihood, multiple imputation and regression calibration for measurement error adjustment

Author keywords

Maximum likelihood; Measurement error; Multiple imputation; Regression calibration

Indexed keywords

ALGORITHM; ARTICLE; CALIBRATION; COMPARATIVE STUDY; COMPUTER SIMULATION; HUMAN; STATISTICAL MODEL;

EID: 63249101777     PISSN: 02776715     EISSN: 10970258     Source Type: Journal    
DOI: 10.1002/sim.3458     Document Type: Article
Times cited : (40)

References (31)
  • 1
    • 0004214910 scopus 로고
    • Wiley Series in Probability and Mathematical Statistics. Wiley: New York
    • Fuller WA. Measurement Error Models. Wiley Series in Probability and Mathematical Statistics. Wiley: New York, 1987.
    • (1987) Measurement Error Models
    • Fuller, W.A.1
  • 3
    • 0029809183 scopus 로고    scopus 로고
    • Measurement error and results from analytic epidemiology: dietary fat and breast cancer
    • Prentice RL. Measurement error and results from analytic epidemiology: dietary fat and breast cancer. Journal of the National Cancer Institute 1996; 88:1738-1747.
    • (1996) Journal of the National Cancer Institute , vol.88 , pp. 1738-1747
    • Prentice, R.L.1
  • 5
    • 0024426743 scopus 로고
    • Correction of logistic regression relative risk estimates and confidence intervals for systematic within-person measurement error
    • Rosner B, Willett WC, Spiegelman D. Correction of logistic regression relative risk estimates and confidence intervals for systematic within-person measurement error. Statistics in Medicine 1989; 9:1051-1069.
    • (1989) Statistics in Medicine , vol.9 , pp. 1051-1069
    • Rosner, B.1    Willett, W.C.2    Spiegelman, D.3
  • 6
    • 0031024480 scopus 로고    scopus 로고
    • Measurement error correction for logistic regression models with an alloyed gold standard
    • Spiegelman D, Schneeweiss S, McDermott A. Measurement error correction for logistic regression models with an alloyed gold standard. American Journal of Epidemiology 1997; 145:184-196.
    • (1997) American Journal of Epidemiology , vol.145 , pp. 184-196
    • Spiegelman, D.1    Schneeweiss, S.2    McDermott, A.3
  • 7
    • 0035863138 scopus 로고    scopus 로고
    • Efficient regression calibration for logistic regression in main study/internal validation study designs with an imperfect reference instrument
    • Spiegelman D, Carroll RJ, Kipnis V. Efficient regression calibration for logistic regression in main study/internal validation study designs with an imperfect reference instrument. Statistics in Medicine 2001; 20:139-160.
    • (2001) Statistics in Medicine , vol.20 , pp. 139-160
    • Spiegelman, D.1    Carroll, R.J.2    Kipnis, V.3
  • 8
    • 0442293940 scopus 로고    scopus 로고
    • Estimation and inference for logistic regression with covariate misclassification and measurement error, in main study/validation designs
    • Spiegelman D, Rosner B, Logan R. Estimation and inference for logistic regression with covariate misclassification and measurement error, in main study/validation designs. Journal of the American Statistical Association 2000; 95:51-61.
    • (2000) Journal of the American Statistical Association , vol.95 , pp. 51-61
    • Spiegelman, D.1    Rosner, B.2    Logan, R.3
  • 10
    • 0027317883 scopus 로고
    • Conditional independence models for epidemiological studies with covariate measurement error
    • Richardson S, Gilks WR. Conditional independence models for epidemiological studies with covariate measurement error. Statistics in Medicine 1993; 12:1703-1722.
    • (1993) Statistics in Medicine , vol.12 , pp. 1703-1722
    • Richardson, S.1    Gilks, W.R.2
  • 11
    • 0027376052 scopus 로고
    • A Bayesian approach to measurement error problems in epidemiology using conditional independence models
    • Richardson S, Gilks WR. A Bayesian approach to measurement error problems in epidemiology using conditional independence models. American Journal of Epidemiology 1993; 15:430-442.
    • (1993) American Journal of Epidemiology , vol.15 , pp. 430-442
    • Richardson, S.1    Gilks, W.R.2
  • 13
    • 0033850707 scopus 로고    scopus 로고
    • A simulation study of measurement error correction methods in logistic regression
    • Thoresen M, Laake P. A simulation study of measurement error correction methods in logistic regression. Biometrics 2000; 56:868-872.
    • (2000) Biometrics , vol.56 , pp. 868-872
    • Thoresen, M.1    Laake, P.2
  • 15
    • 33846651505 scopus 로고    scopus 로고
    • Exposure-measurement error is frequently ignored when interpreting epidemiologic study results
    • Jurek AM, Maldonado G, Greenland S, Church TR. Exposure-measurement error is frequently ignored when interpreting epidemiologic study results. European Journal of Epidemiology 2006; 21(12):871-876.
    • (2006) European Journal of Epidemiology , vol.21 , Issue.12 , pp. 871-876
    • Jurek, A.M.1    Maldonado, G.2    Greenland, S.3    Church, T.R.4
  • 17
    • 0004272666 scopus 로고    scopus 로고
    • Cambridge Series in Statistical and Probabilistic Mathematics. Cambridge University Press: Cambridge
    • van der Vaart AW. Asymptotic Statistics. Cambridge Series in Statistical and Probabilistic Mathematics. Cambridge University Press: Cambridge, 2000.
    • (2000) Asymptotic Statistics
    • van der Vaart, A.W.1
  • 20
    • 84877807697 scopus 로고    scopus 로고
    • Statistical Analysis Software v.9.1., NLMIXED documentation. SAS Institute Inc., Carey, NC, U.S.A.
    • Statistical Analysis Software v.9.1., NLMIXED documentation. SAS Institute Inc., Carey, NC, U.S.A., 2003.
    • (2003)
  • 22
    • 0041327199 scopus 로고
    • Normal scale mixture approximations to F*z and computation of the logistic-normal integral
    • Marcel-Dekker: New York
    • Monahan J, Stefanski LA. Normal scale mixture approximations to F*z and computation of the logistic-normal integral. Handbook of the Logistic Distribution. Marcel-Dekker: New York, 1992.
    • (1992) Handbook of the Logistic Distribution
    • Monahan, J.1    Stefanski, L.A.2
  • 23
    • 0032531942 scopus 로고    scopus 로고
    • Some aspects of measurement error in explanatory variables for continuous and binary regression models
    • Reeves GK, Cox DR, Darby SC, Whitley E. Some aspects of measurement error in explanatory variables for continuous and binary regression models. Statistics in Medicine 1998; 17(19):2157-2177.
    • (1998) Statistics in Medicine , vol.17 , Issue.19 , pp. 2157-2177
    • Reeves, G.K.1    Cox, D.R.2    Darby, S.C.3    Whitley, E.4
  • 24
    • 84946045727 scopus 로고
    • Approximations to the log-likelihood function in the nonlinear mixed-effects model
    • Pinheiro J, Bates DM. Approximations to the log-likelihood function in the nonlinear mixed-effects model. Journal of Computational and Graphical Statistics 1995; 4:12-35.
    • (1995) Journal of Computational and Graphical Statistics , vol.4 , pp. 12-35
    • Pinheiro, J.1    Bates, D.M.2
  • 25
    • 0024205301 scopus 로고
    • Models for longitudinal data: a generalised estimating equation approach
    • Zeger SL, Liang K-Y, Albert PS. Models for longitudinal data: a generalised estimating equation approach. Biometrics 1988; 44:1049-1060.
    • (1988) Biometrics , vol.44 , pp. 1049-1060
    • Zeger, S.L.1    Liang, K.-Y.2    Albert, P.S.3
  • 27
    • 0003321511 scopus 로고    scopus 로고
    • Analysis of incomplete multivariate data
    • Chapman & Hall/CRC: London, Boca Raton
    • Schafer JL. Analysis of incomplete multivariate data. Monographs on Statistics and Applied Probability, vol. 72. Chapman & Hall/CRC: London, Boca Raton, 1997.
    • (1997) Monographs on Statistics and Applied Probability , vol.72
    • Schafer, J.L.1
  • 29
    • 0011936489 scopus 로고    scopus 로고
    • Large sample theory for parametric multiple imputation procedures
    • Wang N, Robins JM. Large sample theory for parametric multiple imputation procedures. Biometrika 1998; 85(4):935-948.
    • (1998) Biometrika , vol.85 , Issue.4 , pp. 935-948
    • Wang, N.1    Robins, J.M.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.