Estimation of mixing proportions in the presence of autoregressively correlated training data:the case of two univariate normal populations

References

• Anderson , T.W. 1984 . An introduction to multivariate statistical analysis (2nd edition) , John Wiley .
   Google Scholar
• Behboodian , J. 1970 . On a mixture of normal distributions . Biometrika , 57 : 215 – 217 .
   Web of Science ®Google Scholar
• Behboodian , J. 1972 . Information matrix for a mixture of two normal distributions . J. Statist. Comput. Simul , 1 : 295 – 314 .
   Google Scholar
• Chhikara , R. S. 1986 . Error analysis of crop acreage estimation using satellite data . Technometrics , 28 : 73 – 80 .
   Google Scholar
• Cox , D.R. and Hinkley , D.V. 1974 . Theoretical Statistics , London : Chapman and Hall .
   Google Scholar
• Craig, R.G. (1979). Autocorrelation in Landsat data. Proceedings of the
   Google Scholar
• Dempster , A.P. , Laird , N.M. and Rubin , D.B. 1977 . Maximum likelihood from incomplete data via the EM algorithm Thirteenth International Symposium on Remote Sensing of Environment, Ann Arbor . JRSS , 39 : 1 – 38 .
   Google Scholar
• Ganesalingam, S. (1980). On the mixture likelihood approach to estimation and clustering. Unpublished PhD thesis. University of Queensland, Australia
   Google Scholar
• Ganesalingam , S. and Mclachlan , G.J. 1981 . Some efficiency results for the estimation of the mixing proportion in a mixture of two normal distributions . Biometrics , 37 : 23 – 33 .
   Web of Science ®Google Scholar
• Heydorn , R.P. 1984 . Using satellite remotely sensed data to estimate crop . Commun. Statist-Theor. Meth , 13 : 2881 – 2903 .
   Web of Science ®Google Scholar
• Lawoko , C.R.O. and Mclachlan , G.J. 1985 . Discrimination with auto correlated observations . Pattern Recognition , 18 : 145 – 149 .
   Web of Science ®Google Scholar
• Lawoko, C.R.O. (1987). Discriminant analysis with correlated training data.Unpublished PhD thesis. University of Queensland, Brisbane, Australia
   Google Scholar
• Lawoko , C.R.O. and Mclachlan , G.J. 1988 . Further results on discrimination with correlated data . Pattern Recognition , 21 : 69 – 71 .
   Google Scholar
• Lawoko , C.R.O. and Mclachlan , G.J. 1989 . Bias associated with the discriminant analysis approach to the estimation of mixing proportions . Pattern Recognition , 22 : 763 – 766 .
   Web of Science ®Google Scholar
• Mclachlan , G.J. 1982 . On the bias and variance of some proportion estimators . Commun. Statist-Simula. Computa , 11 : 715 – 726 .
   Web of Science ®Google Scholar
• Mclachlan , G.J. and Basford , K.E. 1988 . Mixture Models: Inference and Applications to Clustering , New York : Marcel Dekker .
   Google Scholar
• Odell, P. L. and Chhikara, R. (1974). Estimation of a large area crop acreage inventory using remote sensing technology. Tech. Report, University of Texas at Dallas
   Google Scholar
• Priestley , M.B. 1981 . Spectral Analysis and Time Series , Vol. 1 , London : Academic Press .
   Google Scholar
• Titterington , D.M. , Smith , A.F.M. and Makov , U.E. 1985 . Statistical Analysis of Finite Mixture Distributions , New York : Wiley .
   Google Scholar