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1997 Book The EM algorithm and extensionsMcLachlan, Geoffrey J. and Krishnan, Thriyambakam (1997). The EM algorithm and extensions. New York, United States: Wiley. |
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1996 Journal Article Maximum likelihood clustering via normal mixture modelsMcLachlan, GJ, Peel, D and Whiten, WJ (1996). Maximum likelihood clustering via normal mixture models. Signal Processing-Image Communication, 8 (2), 105-111. doi: 10.1016/0923-5965(95)00039-9 |
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1996 Conference Publication Clustering of magnetic resonance imagesMcLachlan, GJ, Ng, SK, Galloway, GJ and Wang, D (1996). Clustering of magnetic resonance images. Symposium of the Statistical-Computing-Section, at the Annual Meeting of the American-Statistical-Association, Chicago Il, Aug 04-08, 1996. ALEXANDRIA: AMER STATISTICAL ASSOC. |
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1996 Journal Article Likelihood-based approaches to pattern recognitionMcLachlan, G. J. (1996). Likelihood-based approaches to pattern recognition. Far East Journal of Mathematical Sciences, 4 (Pt. 1), 1-29. |
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1995 Conference Publication The distribution of transferrin saturation in an asymptomatic Australian population: relevance to the early diagnosis of hemochromatosis Washington, from. December 1-5, 1995.McLaren, C.E., McLachlan, G.J., Webb, S.J., Jazwinska, E.C., Crawford, D.H.G., Gordeuk, V.R., McLaren, G.D. and Powell, LW (1995). The distribution of transferrin saturation in an asymptomatic Australian population: relevance to the early diagnosis of hemochromatosis Washington, from. December 1-5, 1995.. 37th Annual Meeting of the American Society of Hematology, Seattle, WA, United States, 1-5 December 1995. Washington, DC, United States: American Society of Hematology. |
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1995 Journal Article An Algorithm for the Likelihood Ratio Test of One Versus 2 Components in a Normal Mixture Model Fitted to Grouped and Truncated DataMcLachlan, GJ, McLaren, CE and Matthews, D (1995). An Algorithm for the Likelihood Ratio Test of One Versus 2 Components in a Normal Mixture Model Fitted to Grouped and Truncated Data. Communications in Statistics-Simulation and Computation, 24 (4), 965-985. doi: 10.1080/03610919508813288 |
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1995 Journal Article Asymptotic Relative Efficiency of the Linear Discriminant Function Under Partial Nonrandom Classification of the Training DataMcLachlan, GJ and Scot, D (1995). Asymptotic Relative Efficiency of the Linear Discriminant Function Under Partial Nonrandom Classification of the Training Data. Journal of Statistical Computation and Simulation, 52 (4), 415-426. doi: 10.1080/00949659508811689 |
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1994 Conference Publication Early Detection of the Development of Iron-Deficiency by Patient-Specific Sequential-Analysis of Hematological TestsMcLaren, CE, McLaren, GD, Kambour, EL, McLachlan, GJ, Lukaski, HC, Li, X and Brittenham, GM (1994). Early Detection of the Development of Iron-Deficiency by Patient-Specific Sequential-Analysis of Hematological Tests. PHILADELPHIA: SLACK INC. |
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1994 Conference Publication Early Detection of the Development of Iron-Deficiency by Patient-Specific Sequential-Analysis of Hematological TestsMcLaren, GD, McLaren, CE, Kambour, EL, Lukaski, HC, Xia, L, McLachlan, GJ and Brittenham, GM (1994). Early Detection of the Development of Iron-Deficiency by Patient-Specific Sequential-Analysis of Hematological Tests. THOROFARE: W B SAUNDERS CO. |
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1994 Journal Article Relationship of Platelet-Aggregation to Bleeding After Cardiopulmonary BypassRay, MJ, Hawson, Gat, Just, Sje, McLachlan, G and Obrien, M (1994). Relationship of Platelet-Aggregation to Bleeding After Cardiopulmonary Bypass. Annals of Thoracic Surgery, 57 (4), 981-986. |
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1994 Journal Article Parametric-Estimation in a Genetic Mixture Model with Application to Nuclear Family DataShoukri, MM and McLachlan, GJ (1994). Parametric-Estimation in a Genetic Mixture Model with Application to Nuclear Family Data. Biometrics, 50 (1), 128-139. doi: 10.2307/2533203 |
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1994 Journal Article Relationship of platelet aggregation to bleeding after cardiopulmonary bypassRay, Michael J., Hawson, Geoffrey A.T., Just, Sarah J.E., McLachlan, Geoffery and O'Brien, Mark (1994). Relationship of platelet aggregation to bleeding after cardiopulmonary bypass. The Annals of Thoracic Surgery, 57 (4), 981-986. doi: 10.1016/0003-4975(94)90218-6 |
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1994 Journal Article On the role of finite mixture models in survival analysis.McLachlan G.J. and McGiffin D.C. (1994). On the role of finite mixture models in survival analysis.. Statistical methods in medical research, 3 (3), 211-226. doi: 10.1177/096228029400300302 |
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1994 Journal Article Estimation of Mixing Proportions in the Presence of Autoregressively Correlated Training Data - the Case of 2 Univariate Normal-PopulationsLawoko, Cro and McLachlan, GJ (1994). Estimation of Mixing Proportions in the Presence of Autoregressively Correlated Training Data - the Case of 2 Univariate Normal-Populations. Communications in Statistics-Simulation and Computation, 23 (3), 591-613. doi: 10.1080/03610919408813189 |
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1994 Journal Article Neural Networks and Related Methods for Classification - DiscussionWhittle, P, Kay, J, Hand, DJ, Tarassenko, L, Brown, PJ, Titterington, DM, Taylor, C, Gilks, WR, Critchley, F, Mayne, AJ, Wahba, G, Luttrell, SP, Baczkowski, AJ, Mardia, KV, Breiman, L, Buntine, W, Chatfield, C, Deveaux, RD, Darken, CJ, Ungar, LH, Glendinning, RH, Hastie, T, Tibshirani, R, McLachlan, GJ, Michie, D, Owen, AB, Wolpert, DH and Ripley, BD (1994). Neural Networks and Related Methods for Classification - Discussion. Journal of the Royal Statistical Society Series B-Methodological, 56 (3), 437-456. |
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1993 Journal Article An Analysis of Risk-Factors for Death and Mode-Specific Death After Aortic-Valve Replacement with Allograft, Xenograft, and Mechanical ValvesMcGiffin, DC, Obrien, MF, Galbraith, AJ, McLachlan, GJ, Stafford, EG, Gardner, Mah, Pohlner, PG, Early, L and Kear, L (1993). An Analysis of Risk-Factors for Death and Mode-Specific Death After Aortic-Valve Replacement with Allograft, Xenograft, and Mechanical Valves. Journal of Thoracic and Cardiovascular Surgery, 106 (5), 895-911. doi: 10.1016/s0022-5223(19)34046-2 |
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1993 Journal Article A Connection Between the Logit Model, Normal Discriminant-Analysis, and Multivariate Normal Mixtures - CommentMcLachlan, G (1993). A Connection Between the Logit Model, Normal Discriminant-Analysis, and Multivariate Normal Mixtures - Comment. American Statistician, 47 (1), 88-88. |
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1992 Journal Article Aortic-Valve Infection - Risk-Factors for Death and Recurrent Endocarditis After Aortic-Valve ReplacementMcGiffin, DC, Galbraith, AJ, McLachlan, GJ, Stower, RE, Wong, ML, Stafford, EG, Gardner, Mah, Pohlner, PG and Obrien, MF (1992). Aortic-Valve Infection - Risk-Factors for Death and Recurrent Endocarditis After Aortic-Valve Replacement. Journal of Thoracic and Cardiovascular Surgery, 104 (2), 511-520. doi: 10.1016/s0022-5223(19)34813-5 |
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1992 Journal Article Fitting finite mixture models in a regression contextJones, P. N. and McLachlan, G. J. (1992). Fitting finite mixture models in a regression context. Australian Journal of Statistics, 34 (2), 233-240. doi: 10.1111/j.1467-842X.1992.tb01356.x |
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1992 Journal Article Improving the convergence rate of the EM algorithm for a mixture model fitted to grouped truncated dataJones, Peter N. and McLachlan, Geoffrey J. (1992). Improving the convergence rate of the EM algorithm for a mixture model fitted to grouped truncated data. Journal of Statistical Computation and Simulation, 43 (1-2), 31-44. doi: 10.1080/00949659208811426 |
