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2000 Journal Article Heterogeneity in schizophrenia; mixture modelling of age-at-first admission, gender and diagnosisWelham, J., McLachlan, G. J., Davies, G. and McGrath, J. J. (2000). Heterogeneity in schizophrenia; mixture modelling of age-at-first admission, gender and diagnosis. Acta Pyschiatrica Scandinavica, 1, 312-317. |
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2000 Conference Publication Multivariate mixture models for classification of anemiasMcLaren, C. E., Cadez, I. V., Smyth, P. and McLachlan, G. J. (2000). Multivariate mixture models for classification of anemias. 2000 Proceedings of the Biometrics Sect. of the Amer.Stat.Ass, Indianapolis, USA, August 2000. Virginia, USA: American Statistical Association. |
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1999 Journal Article The EMMIX software for the fitting of mixtures of normal and t-componentsMcLachlan, G. J., Peel, D., Basford, K. E. and Adams, P. (1999). The EMMIX software for the fitting of mixtures of normal and t-components. Journal of Statistical Software, 4 (2). |
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1999 Journal Article Constrained mixture models in competing risks problemsNg, SK, McLachlan, GJ, McGiffin, DC and OBrien, MF (1999). Constrained mixture models in competing risks problems. Environmetrics, 10 (6), 753-767. doi: 10.1002/(SICI)1099-095X(199911/12)10:63.3.CO;2-B |
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1999 Conference Publication Hierarchical models for the screening of iron deficiency anemiaCadez, I. V., McLaren, C. E., Smyth, P. and Mclachlan, G. J. (1999). Hierarchical models for the screening of iron deficiency anemia. Sixteenth International Conference on Machine Learning (ICML-99), Bled, Slovenia, June 27-30, 1999. Los Gatos, California: Morgan Kaufmann. |
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1999 Conference Publication Extending the two-way mixture model program EMMIX to analyse incomplete dataGreenway, D. R., Peel, D., Basford, K. E. and McLachlan, G. J. (1999). Extending the two-way mixture model program EMMIX to analyse incomplete data. Biometrics 99, Univ. of Tas., Hobart, Tas, Aust., 12-16 December 1999. Hobart, Aust.: Int. Biomtric Society, Australasian Region. |
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1999 Conference Publication Computing issues for the EM algorithm in mixture modelsMclachlan, G. J. and Peel, D. (1999). Computing issues for the EM algorithm in mixture models. Interface '99, Schaumbury, Illinois, June 1999. Fairfax Station, Virginia: Interface Foundation of North America. |
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1998 Journal Article Heterogeneity in schizophrenia: A mixture model analysis based on age-of-onset, gender and diagnosisMcLachlan, G, Welham, J and McGrath, J (1998). Heterogeneity in schizophrenia: A mixture model analysis based on age-of-onset, gender and diagnosis. Schizophrenia Research, 29 (1-2), 25-25. doi: 10.1016/S0920-9964(97)88353-3 |
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1998 Conference Publication Robust cluster analysis via mixtures of multivariate t-distributionsMcLachlan G.J. and Peel D. (1998). Robust cluster analysis via mixtures of multivariate t-distributions. 7th Joint IAPR International Workshop on Structural and Syntactic Pattern Recognition, SSPR 1998 and 2nd International Workshop on Statistical Techniques in Pattern Recognition, SPR 1998, August 11, 1998-August 13, 1998. Springer Verlag. doi: 10.1007/bfb0033290 |
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1998 Journal Article On modifications to the long-term survival mixture model in the presence of competing risksNg, SK and McLachlan, GJ (1998). On modifications to the long-term survival mixture model in the presence of competing risks. Journal of Statistical Computation And Simulation, 61 (1-2), 77-96. doi: 10.1080/00949659808811903 |
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1998 Journal Article Distribution of transferrin saturation in an Australian population: Relevance to the early diagnosis of hemochromatosisMcLarenCE, McLachlanGJ, HallidayJW, WebbSI, LeggettBA, JazwinskaEC, Crawford, DHG, GordeukVR, McLarenGD and PowellLW (1998). Distribution of transferrin saturation in an Australian population: Relevance to the early diagnosis of hemochromatosis. Gastroenterology, 114 (3), 543-549. doi: 10.1016/S0016-5085(98)70538-4 |
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1998 Journal Article 25 years of applied statisticsMcLachlan, G (1998). 25 years of applied statistics. Journal of Applied Statistics, 25 (1), 3-22. |
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1998 Conference Publication Mining in the presence of selectivity bias and its application to reject inferenceFeelders, A. J., Chang, Soong and McLachlan, G. J. (1998). Mining in the presence of selectivity bias and its application to reject inference. 4th International Conference on Knowledge Discovery and Data Mining, New York, United States, 27-31 August 1998. AAAI Press. |
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1998 Conference Publication MIXFIT: An algorithm for the automatic fitting and testing of normal mixture modelsMcLachlan, GJ and Peel, D (1998). MIXFIT: An algorithm for the automatic fitting and testing of normal mixture models. 14th International Conference on Pattern Recognition, Brisbane Australia, Aug 16-20, 1998. LOS ALAMITOS: IEEE COMPUTER SOC. doi: 10.1109/icpr.1998.711203 |
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1998 Journal Article Mathematical classification and clustering.McLachlan, G (1998). Mathematical classification and clustering.. Psychometrika, 63 (1), 93-95. doi: 10.1007/BF02295440 |
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1997 Journal Article Modelling the distribution of stamp paper thickness via finite normal mixtures: The 1872 Hidalgo stamp issue of Mexico revisitedBasford, K. E., Mclachlan, G. J. and York, M. G. (1997). Modelling the distribution of stamp paper thickness via finite normal mixtures: The 1872 Hidalgo stamp issue of Mexico revisited. Journal of Applied Statistics, 24 (2), 169-179. |
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1997 Journal Article An algorithm for fitting mixtures of Gompertz distributions to censored survival dataMcLachlan, G. J., Ng, S. K., Adams, P., McGiffin, D. C. and Galbraith, A. J. (1997). An algorithm for fitting mixtures of Gompertz distributions to censored survival data. Journal of Statistical Software, 2 (7), 1-23. doi: 10.18637/jss.v002.i07 |
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1997 Journal Article Modelling the distribution of stamp paper thickness via finite normal mixtures: The 1872 Hidalgo stamp issue of Mexico revisitedBasford, K. E., McLachlan, G. J. and York, M. G. (1997). Modelling the distribution of stamp paper thickness via finite normal mixtures: The 1872 Hidalgo stamp issue of Mexico revisited. Journal of Applied Statistics, 24 (2), 169-180. doi: 10.1080/02664769723783 |
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1997 Journal Article On the EM algorithm for overdispersed count dataMcLachlan, G. J. (1997). On the EM algorithm for overdispersed count data. Statistical Methods in Medical Research, 6 (1), 76-98. doi: 10.1177/096228029700600106 |
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1997 Journal Article Standard errors of fitted component means of normal mixturesBasford, K. E., Greenway, D. R., McLachlan, G. J. and Peel, D. (1997). Standard errors of fitted component means of normal mixtures. Computational Statistics, 12 (1), 1-17. |
