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Original Articles

Log-Linear Models for Doubly Sampled Categorical Data Fitted by the EM Algorithm

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Pages 663-670 | Received 01 Mar 1983, Published online: 12 Mar 2012

References

  • Assakul , K. and Proctor , C. H. 1967 . “Testing Independence in Two Way Contingency Tables With Data Subject to Misclassification” . Psychometrika , 32 : 67 – 76 .
  • Baker , R. J. and Nelder , J. A. 1978 . The GLIM System , Numerical Algorithms Group, Oxford University . Release 3
  • Bishop , Y. , Fienberg , S. and Holland , P. 1975 . Discrete Multivariate Analysis: Theory and Practice , Cambridge , MA : MIT Press .
  • Bross , I. 1954 . “Misclassification in 2×2 Tables” . Biometrics , 10 : 478 – 486 .
  • Buell , P. and Dunn , J. E. 1964 . “The Dilution Effect of Misclassification” . American Journal of Public Health , 54 : 598 – 602 .
  • Chen , T. 1979 . “Log-Linear Models for Categorical Data With Misclassification and Double Sampling” . Journal of the American Statistical Association , 74 : 481 – 488 .
  • Chen , T. , Hochberg , Y. and Tenenbein , A. 1984 . “On Triple Sampling Schemes for Categorical Data Analysis With Misclassification Errors” . Journal of Statistical Planning and Inference , 9 : 177 – 184 .
  • Chiaccierini , R. and Arnold , J. 1977 . “A Two-Sample Test for Independence in 2×2 Contingency Tables With Both Margins Subject to Misclassification” . Journal of the American Statistical Association , 72 : 170 – 174 .
  • Dempster , A. , Laird , N. and Rubin , D. 1977 . “Maximum Likelihood From Incomplete Data Via the EM Algorithm” . Journal of the Royal Statistical Society , 39 : 1 – 38 . Ser. B
  • Espeland , M. 1981 . “Estimation From Contingency Tables Involving Indirect Observation” , University of Rochester, Dept. of Statistics . unpublished Ph.D. dissertation
  • Espeland , M. and Odoroff , C. 1984a . “Algorithms for Computing Maximum Likelihood Estimates From Incomplete Discrete Data” , University of Rochester, Statistics Dept . Technical Report 01/84
  • Espeland , M. and Odoroff , C. 1984b . “A Framework for Estimating the Parameters of Log-Linear Models Using Incomplete Categorical Data” manuscript submitted for publication
  • Goodman , L. A. 1970 . “The Multivariate Analyses of Qualitative Data: Interactions Among Multiple Classifications” . Journal of the American Statistical Association , 65 : 226 – 256 .
  • Goodman , L. A. 1973 . “The Analysis of Multidimensional Contingency Tables When Some Variables Are Posterior to Others: A Modified Path Analysis Approach” . Biometrika , 60 : 179 – 192 .
  • Haberman , S. 1974a . The Analysis of Frequency Data , Chicago , IL : University of Chicago Press .
  • Haberman , S. 1974b . “Log-Linear Models for Frequency Tables With Ordered Classifications” . Biometrics , 30 : 589 – 600 .
  • Haberman , S. 1974c . “Log-Linear Models for Frequency Tables Derived by Indirect Observation: Maximum Likelihood Equations” . Annals of Statistics , 2 : 911 – 924 .
  • Hochberg , Y. 1977 . “On the Use of Double Sampling Schemes in Analyzing Categorical Data With Misclassification Errors” . Journal of the American Statistical Association , 72 : 914 – 921 .
  • Korn , E. L. 1981 . “Hierarchical Log-Linear Models Not Preserved by Classification Error” . Journal of the American Statistical Association , 76 : 110 – 113 .
  • Mote , V. L. and Anderson , R. L. 1965 . “An Investigation of the Effect of Misclassification on the Properties of X2-Tests in the Analysis of Categorical Data” . Biometrika , 52 : 95 – 109 .
  • Nelder , J. and Wedderburn , R. 1972 . “Generalized Linear Models” . Journal of the Royal Statistical Society , 135 : 370 – 384 . Ser. A.
  • Rao , C. R. 1973 . Linear Statistical Inference and Its Applications, , 2nd ed. , New York : John Wiley .
  • Sundberg , R. 1974 . “Maximum Likelihood Theory for Incomplete Data From an Exponential Family” . Scandinavian Journal of Statistics , 1 : 47 – 58 .
  • Tenenbein , A. 1980 . “A Double Sampling Scheme for Estimating From Binomial Data With Misclassifications” . Journal of the American Statistical Association , 65 : 1350 – 1361 .
  • Tenenbein , A. 1972 . “A Double Sampling Scheme for Estimating From Misclassified Multinomial Data With Applications to Sampling Inspection” . Technometrics , 14 : 187 – 202 .

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