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Original Articles

An improved estimator for models with randomly missing data

Pages 331-347 | Received 13 May 1996, Published online: 12 Apr 2007

References

  • Afifi , A.A. and Elashoff , R.M. 1966 . Missing Observations in Multivariate Statistics I: Review of the Literature . Journal of American Statistical Association , 61 : 595 – 604 .
  • Carroll , R.J. and Wand , M.P. 1991 . Semi-parametric Estimation in Logistic Measurement Error Models . Journal of Royal Statistical Society , B53 : 573 – 85 .
  • Dempster , A.P. , Laird , N.M. and Rubin , D.B. 1977 . Maximum Likelihood From Incomplete Data via the EM Algorithm (With Discussion) . Journal of Royal Statistical Society , B39 : 1 – 38 .
  • Dempster , A.P. and Rubin , D.B. 1983 . Overview, in Incomplete Data in Sample Surveys , Edited by: Madow , W.G. , Olkin , I. and Rubin , D.B. Vol. II , 3 – 10 . New York : Academic Press . Theory and Annotated Bibliography
  • Hartley , H.O. and Hocking , R.R. 1971 . The Analysis of Incomplete Data . Biometrics , 27 : 783 – 808 .
  • Hansen , L.P. 1982 . Large Sample Properties of Generalized Method of Moments Estimators . Econometrica , 50 : 1029 – 1053 .
  • Ichimura , H. and Lee , L.F. 1991 . “ Semiparametric Least Squares Estimation of Multiple Index Models: Single Equation Estimationin ” . In Nonparametric and Semiparametric Methods in Econometrics and Statistics Edited by: Barnett , W. , Powell , J. and Tauchen , G.
  • Little , R.J.A. 1982 . Models for nonresponse in Sample Surveys . Journal of American Statistical Association , 77 ( 16 ) : 235 – 250 .
  • Little , R.J.A. and Rubin , D. 1987 . Statistical Analysis With Missing Data , New York : John Wiley & Sons .
  • Newey , W.K. 1990 . Semiparametric Efficiency Bounds . Journal of Applied Econometrics , 5 : 99 – 135 .
  • Pepe , M.S. 1992 . Inference Using Surrogate Outcome Data and A Validation Sample . Biometrika , 79 : 355 – 365 .
  • Pepe , M.S. and Fleming , T.R. 1991 . A Nonparametric Method for Dealing with Mismeasured Covariate Data . Journal of the American Statistical Association , 86 ( 413 )
  • Powell , J.L. , Stock , J.H. and Stoker , T.M. 1989 . Semiparametric Estimation of Index Coefficients . Econometrica , 57 ( 413 ) : 1403 – 1430 .
  • Rubin , D.B. 1978 . American Statistical Association 1978, Proceedings of the Survey Research Methods Section . Multiple Imputations in Sample Surveys . 1978 . pp. 20 – 34 .
  • Silverman , B.W. 1986 . Density Estimation for Statistics and Data Analysis , London : Chapman and Hall .
  • Wilks , S.S. 1932 . Moments and Distributions of Estimates of Population Parameters From Fragmnetary Samples . Annals of Mathematical Statistics , 3 : 162 – 203 .

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