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Original Articles

Predictive distributions in binary models with missing data

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Pages 735-759 | Published online: 23 Dec 2010

References

  • Abramowitz , M. and Stegun , I.A. 1966 . Handbook of Mathematical Functions , U.S. National Bureau of Standards .
  • Aitehison , J. and Dunsmore , I.R. 1975 . Statistical Prediction Analysis , Cambridge University Press .
  • Bailar , J.C. III and Bailar , B.A. 1978 . Proceedings of the Section on Survey Research Methods . Comparison of two procedures for imputing missing survey values . 1978 . pp. 462 – 467 . American Statistical Association .
  • Bernardo , J.M. and Smith , A.F.M. 1994 . Bayesian Theory , Chichester : Wiley .
  • Blackhurst , D.W. and Schluchter , M.D. 1989 . Logistic regression with a partially observed covariate . Commun. Statist. - Simula. , 18 : 163 – 177 .
  • Boys R.J. Predictive Screening Methods Unpublished PhD thesis University of Sheffield UK 1985
  • Boys , R.J. and Dunsmore , I.R. 1987 . Diagnostic and sampling models in screening . Biometrika , 74 : 365 – 374 .
  • Chow , W.K. 1979 . Proc. Business and Economic Section, Amer. Statist. Ass . A look at various estimators in logistic models in the presence of missing values . 1979 . pp. 417 – 420 .
  • Dawid , A.P. 1976 . Properties of diagnostic data distributions . Biometrika , 32 647 – 658 .
  • Dempster , A.P. , Laird , N.M. and Rubin , D.B. 1977 . Maximum likelihood from incomplete data via the EM algorithm (with discussion) . J. R. Statist. Soc. B , 39 1 – 38 .
  • Fung , K.Y. and Wrobel , B.A. 1989 . The treatment of missing values in logistic regression . Biom. J. , 31 35 – 47 .
  • Gelfand , A.E. and Smith , A.F.M. 1990 . Sampling based approaches to calculating marginal densities . J. Amer. Statist. Assoc. , 85 398 – 409 .
  • Gelfand , A.E. , Hills , S.E. , Racine-Poon , A. and Smith , A.F.M. 1990 . Ilustration of Bayesian inference in normal data models using Gibbs sampling . J. Amer., Statist. Assoc. , 85 972 – 985 .
  • Gilks , W.R. and Wild , P. 1992 . Adaptive rejection sampling for Gibbs sampling . Appl. Statist. , 41 337 – 348 .
  • Hentges A.L. Predictive distributions in binary models with missing data Unpublished PhD thesis University of Sheffield UK 1995
  • Hosmer , D.W. and Lemeshow , S. 1989 . Applied Logistic Regression , Wiley .
  • Kullback , S. 1968 . Information Theory and Statistics , Gloucester , Mass : Peter Smith .
  • Lachenbruch , P.A. 1975 . Discriminant Analysis , New York : Hafner Press .
  • Little , R.J.A. 1992 . Regression with missing X’s: a review . J. Amer. Statist. Assoc. , 87 : 1227 – 1237 .
  • Little , R.J.A. and Rubin , D.B. 1987 . Statistical Analysis with Missing Data , Wiley .
  • Lindley , D.V. 1961 . Proc. 4th Berkeley Symp. The use of prior probability distributions in statistical inference and decisions . 1961 . Vol. 1 , pp. 453 – 468 .
  • Rubin , D.B. 1976 . Inference and missing data . Biometrika , 63 ( 3 ) : 581 – 592 .
  • Rubin , D.B. 1987 . Multiple Imputation for Nonresponse in Surveys , Wiley .
  • Rubin , D.B. 1988 . “ Using the SIR algorithm to simulate posterior distributions ” . In Bayesian Statistics , 3 Edited by: Bernardo , J.M. , Degroot , M.H. , Lindley , D.V. and Smith , A.F.M. 395 – 402 . Oxford : Clarendon .
  • Scott , D.W. 1992 . Multivariate Density Estimation-Theory, Practice and Visualization , Wiley .
  • Smith , A.F.M. and Roberts , G.O. 1993 . Bayesian computation via the Gibbs sampler and related Markov chain Monte Carlo methods . J.R. Statist. Soc. B , 55 : 3 – 23 .
  • Tanner , M.A. 1996 . Tools for Statistical Inference , Springer-Verlag .

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