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Applications and Case Study

Models for Categorical Data with Nonignorable Nonresponse

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Pages 44-52 | Received 01 Apr 1991, Published online: 27 Feb 2012

References

  • Agresti , A. 1990 . Categorical Data Analysis , New York : John Wiley .
  • Albert , J. H. 1985 . “Bayesian Estimation Methods for Incomplete Two-Way Contingency Tables Using Prior Beliefs of Association,” . Bayesian Statistics , 2 : 589 – 602 .
  • Baker , S. G. and Laird , N. M. 1988 . “Regression Analysis for Categorical Variables With Outcome Subject to Nonignorable Nonresponse,” . Journal of the American Statistical Association , 83 : 62 – 69 .
  • Baker , S. G. , Rosenberger , W. F. and DerSimonian , R. 1992 . “Closed-Form Estimates for Missing Counts in Two-Way Contingency Tables,” . Statistics in Medicine , 11 : 643 – 657 .
  • Basu , D. and Pereira , C. A. 1983 . “On the Bayesian Analysis of Categorical Data: The Problem of Nonresponse,” . Journal of Statistical Planning and Inference , 6 : 345 – 362 .
  • Bishop , Y. M. M. , Fienberg , S. E. and Holland , P. W. 1975 . Discrete Multivariate Analysis , Cambridge , MA : MIT Press .
  • Blumenthal , S. 1968 . “Multinomial Sampling with Partially Categorized Data,” . Journal of the American Statistical Association , 63 : 542 – 551 .
  • Brown , H. C. 1990 . “Protecting Against Nonrandomly Missing Data in Longitudinal Studies,” . Biometrics , 46 : 143 – 155 .
  • Brown , M. B. and Bromberg , J. 1984 . “An Efficient Two-Stage Procedure for Generating Random Variates From the Multinomial Distribution,” . The American Statistician , 38 : 216 – 219 .
  • Chen , T. and Fienberg , S. E. 1974 . “Two-Dimensional Contingency Tables With Both Completely and Partially Cross-Classified Data,” . Biometrics , 30 : 629 – 642 .
  • Chen , T. and Fienberg , S. E. 1976 . “The Analysis of Contingency Tables With Incompletely Classified Data,” . Biometrics , 32 : 133 – 144 .
  • Chiu , H. Y. and Sedransk , J. 1986 . “A Bayesian Procedure for Imputing Missing Values in Sample Surveys,” . Journal of the American Statistical Association , 81 : 667 – 676 .
  • Choi , S. C. and Stablein , D. M. 1988 . “Comparing Incomplete Paired Binomial Data Under Non-Random Mechanisms,” . Statistics in Medicine , 7 : 929 – 939 .
  • Clogg , C. C. , Rubin , D. B. , Schenker , N. and Schultz , B. 1991 . “Multiple Imputation of Industry and Occupation Codes in Census Public-Use Samples Using Bayesian Logistic Regression,” . Journal of the American Statistical Association , 86 : 68 – 78 .
  • Dempster , A. P. , Laird , N. M. and Rubin , D. B. 1977 . “Maximum Likelihood From Incomplete Data via the EM Algorithm,” . Journal of the Royal Statistical Society , 39 : 1 – 38 . Ser. B
  • Fay , R. E. 1986 . “Causal Models for Patterns of Nonresponse,” . Journal of the American Statistical Association , 81 : 354 – 365 .
  • Fuchs , C. 1982 . “Maximum Likelihood Estimation and Model Selection in Contingency Tables With Missing Data,” . Journal of the American Statistical Association , 77 : 270 – 278 .
  • Gunel , E. 1984 . “A Bayesian Analysis of the Multinomial Model for a Dichotomous Response With Nonrespondents,” . Communications in Statistics, Part A—Theory and Methods , 13 : 737 – 751 .
  • Hocking , H. O. and Oxspring , H. H. 1971 . “Maximum Likelihood Estimation With Incomplete Multinomial Data,” . Journal of the American Statistical Association , 66 : 65 – 70 .
  • Kaufman , G. M. and King , B. 1973 . “A Bayesian Analysis of Nonresponse in Dichotomous Processes,” . Journal of the American Statistical Association , 68 : 670 – 678 .
  • Little , R. J. A. 1980 . “Superpopulation Models for Nonresponse,” . In Nonresponse in Sample Surveys: The Theory and Current Practice, Part VI , 337 – 413 . Washington , DC : Panel on Incomplete Data, National Academy of Sciences .
  • Little , R. J. A. 1982 . “Models for Nonresponse in Sample Surveys,” . Journal of the American Statistical Association , 77 : 237 – 250 .
  • Little , R. J. A. and Rubin , D. B. 1987 . Statistical Analysis With Missing Data , New York : John Wiley .
  • Nordheim , E. V. 1984 . “Inference From Nonrandomly Missing Categorical Data: An Example From a Genetic Study on Turner's Syndrome,” . Journal of the American Statistical Association , 79 : 772 – 780 .
  • Pregibon , D. 1977 . “Typical Survey Data: Estimation and Imputation,” . Survey Methodology , 2 : 70 – 102 .
  • Rubin , D. B. 1976 . “Inference and Missing Data,” . Biometrika , 63 : 581 – 592 .
  • Smith , P. J. , Choi , S. C. and Gunel , E. 1985 . “Bayesian Analysis of 2 × 2 Contingency Tables With Both Completely and Partially Cross-Classified Data,” . Journal of Educational Statistics , 10 : 31 – 43 .
  • Woolson , R. F. and Clarke , W. R. 1984 . “Analysis of Categorical Incomplete Longitudinal Data,” . Journal of the Royal Statistical Society , 147 : 87 – 99 . Ser. A

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