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2002 Journal Article Selection bias in gene extraction on the basis of microarray gene-expression dataAmbroise, Christophe and McLachlan, Geoffrey J. (2002). Selection bias in gene extraction on the basis of microarray gene-expression data. Proceedings of the National Academy of Sciences of the United States of America, 99 (10), 6562-6566. doi: 10.1073/pnas.102102699 |
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2002 Journal Article A mixture model-based approach to the clustering of microarray expression dataMcLachlan, GJ, Bean, RW and Peel, D (2002). A mixture model-based approach to the clustering of microarray expression data. Bioinformatics, 18 (3), 413-422. doi: 10.1093/bioinformatics/18.3.413 |
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2002 Journal Article Nearest-neighbor variance estimation (NNVE): Robust covariance estimation via nearest-neighbor cleaning - CommentMcLachlan, G. J. and Hamaty, K. L. (2002). Nearest-neighbor variance estimation (NNVE): Robust covariance estimation via nearest-neighbor cleaning - Comment. Journal of The American Statistical Association, 97 (460), 1009-1011. doi: 10.1198/016214502388618807 |
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2002 Journal Article Influence of patient age and implantation technique on the probability of re-replacement of the homograft aortic valveNg, S. K., O'Brien, M. F., Harrocks, S. N. and McLachlan, G. J. (2002). Influence of patient age and implantation technique on the probability of re-replacement of the homograft aortic valve. Journal of Heart Valve Disease, 11 (2), 217-223. |
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2002 Journal Article Maximum Likelihood Estimation of Mixture Densities for Binned and Truncated Multivariate DataCadez, I. V., Smyth, P., McLachlan, G. J. and McLaren, C. E. (2002). Maximum Likelihood Estimation of Mixture Densities for Binned and Truncated Multivariate Data. Machine Learning, 47 (1), 7-34. doi: 10.1023/A:1013679611503 |
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2002 Conference Publication On speeding up the EM algorithm in pattern recognition: A comparison of incremental and multiresolution KD -tree-based approachesNg, A.S. K. and McLachlan, G. J. (2002). On speeding up the EM algorithm in pattern recognition: A comparison of incremental and multiresolution KD -tree-based approaches. Proc. of the Sixth Digital Image Computing Techniques & Applications, Melbourne University, 21-22 January. Melbourne: Australian Pattern Recognition Society. |
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2001 Journal Article MRI based diffusion and perfusion predictive model to estimate stroke evolutionRose, Stephen E., Chalk, Jonathan B., Griffin, Mark P., Janke, Andrew L., Chen, Fang, Mclachlan, Geoffrey J., Peel, David, Zelaya, Fernando O., Markus, Hugh S., Jones, Derek K., Simmons, Andrew, O'Sullivan, Michael, Jarosz, Jo M., Strugnell, Wendy and Doddrell, David M. (2001). MRI based diffusion and perfusion predictive model to estimate stroke evolution. Magnetic Resonance Imaging, 19 (8), 1043-1053. doi: 10.1016/S0730-725X(01)00435-0 |
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2001 Journal Article Letter to the editorMcLachlan, G. J. (2001). Letter to the editor. Journal of Agricultural, Biological, and Environmental Statistics, 6 (2), 302-304. doi: 10.1198/108571101750524797 |
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2001 Journal Article Fitting mixtures of Kent distributions to aid in joint set identificationPeel, D, Whiten, WJ and McLachlan, GJ (2001). Fitting mixtures of Kent distributions to aid in joint set identification. Journal of The American Statistical Association, 96 (453), 56-63. doi: 10.1198/016214501750332974 |
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2001 Other Outputs Multivariate analysis: Classification and discriminant analysisMcLachlan, G. J. (2001). Multivariate analysis: Classification and discriminant analysis. |
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2000 Journal Article Robust Mixture Modelling Using the t DistributionPeel, D. and McLachlan, G. J. (2000). Robust Mixture Modelling Using the t Distribution. Statistics and Computing, 10 (4), 339-348. doi: 10.1023/A:1008981510081 |
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2000 Journal Article Heterogeneity in schizophrenia; mixture modelling of age-at-first-admission, gender and diagnosisWelham, J., McLachlan, G., Davies, G. and McGrath, J. (2000). Heterogeneity in schizophrenia; mixture modelling of age-at-first-admission, gender and diagnosis. Acta Psychiatrica Scandinavica, 101 (4), 312-317. doi: 10.1034/j.1600-0447.2000.101004312.x |
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2000 Book Finite mixture models: McLachlan/finite mixture modelsMcLachlan, Geoffrey and Peel, David (2000). Finite mixture models: McLachlan/finite mixture models. Hoboken, NJ, USA: John Wiley & Sons. doi: 10.1002/0471721182 |
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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 Book Finite Mixture ModelsMcLachlan, G. J. and Peel, D. (2000). Finite Mixture Models. New York: John Wiley & Sons. |
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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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2000 Conference Publication Mixture of factor analyzersMcLachlan, G. J. and Peel, D. (2000). Mixture of factor analyzers. Seventh International Conference on Machine Learning (ICML - 2000), California, United States, June 29 - July 2 2000. San Francisco, CA United States: Morgan Kaufmann. |
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2000 Journal Article Patient-specific Analysis of Sequential Haematological Data by Multiple Linear Regression and Mixture Distribution ModellingMcLaren, C. E., Kambour, E. L., McLachlan, G. J., Lukaski, H. C., Li, X., Brittenham, G. M. and McLaren, G. D. (2000). Patient-specific Analysis of Sequential Haematological Data by Multiple Linear Regression and Mixture Distribution Modelling. Statistics in Medicine, 19 (1), 83-98. doi: 10.1002/(SICI)1097-0258(20000115)19:13.0.CO;2-A |
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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 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. |
