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2003 Journal Article Modelling High-Dimensional Data by Mixtures of Factor AnalyzersMcLachlan, G. J., Peel, D. and Bean, R. W. (2003). Modelling High-Dimensional Data by Mixtures of Factor Analyzers. Computational Statistics & Data Analysis, 41 (3-4), 379-388. doi: 10.1016/S0167-9473(02)00183-4 |
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2003 Journal Article On some variants of the EM algorithm for the fitting of finite mixture modelsNg, A.S. K. and McLachlan, G. J. (2003). On some variants of the EM algorithm for the fitting of finite mixture models. Austrian Journal of Statistics, 32 (1 & 2), 143-161. |
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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 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 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 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 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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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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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 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 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 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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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 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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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 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 |
