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1998

Journal Article

Distribution of transferrin saturation in an Australian population: Relevance to the early diagnosis of hemochromatosis

McLarenCE, 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

Distribution of transferrin saturation in an Australian population: Relevance to the early diagnosis of hemochromatosis

1998

Journal Article

25 years of applied statistics

McLachlan, G (1998). 25 years of applied statistics. Journal of Applied Statistics, 25 (1), 3-22.

25 years of applied statistics

1998

Conference Publication

Mining in the presence of selectivity bias and its application to reject inference

Feelders, 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.

Mining in the presence of selectivity bias and its application to reject inference

1998

Conference Publication

MIXFIT: An algorithm for the automatic fitting and testing of normal mixture models

McLachlan, 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

MIXFIT: An algorithm for the automatic fitting and testing of normal mixture models

1998

Journal Article

Mathematical classification and clustering.

McLachlan, G (1998). Mathematical classification and clustering.. Psychometrika, 63 (1), 93-95. doi: 10.1007/BF02295440

Mathematical classification and clustering.

1997

Journal Article

Modelling the distribution of stamp paper thickness via finite normal mixtures: The 1872 Hidalgo stamp issue of Mexico revisited

Basford, 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.

Modelling the distribution of stamp paper thickness via finite normal mixtures: The 1872 Hidalgo stamp issue of Mexico revisited

1997

Journal Article

An algorithm for fitting mixtures of Gompertz distributions to censored survival data

McLachlan, 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

An algorithm for fitting mixtures of Gompertz distributions to censored survival data

1997

Journal Article

Modelling the distribution of stamp paper thickness via finite normal mixtures: The 1872 Hidalgo stamp issue of Mexico revisited

Basford, 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

Modelling the distribution of stamp paper thickness via finite normal mixtures: The 1872 Hidalgo stamp issue of Mexico revisited

1997

Journal Article

On the EM algorithm for overdispersed count data

McLachlan, G. J. (1997). On the EM algorithm for overdispersed count data. Statistical Methods in Medical Research, 6 (1), 76-98. doi: 10.1177/096228029700600106

On the EM algorithm for overdispersed count data

1997

Journal Article

Standard errors of fitted component means of normal mixtures

Basford, 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.

Standard errors of fitted component means of normal mixtures

1997

Journal Article

On Bayesian analysis of mixtures with an unknown number of components - Discussion

McLachlan, G (1997). On Bayesian analysis of mixtures with an unknown number of components - Discussion. Journal of The Royal Statistical Society Series B-methodological, 59 (4), 758-792.

On Bayesian analysis of mixtures with an unknown number of components - Discussion

1997

Book

The EM algorithm and extensions

McLachlan, Geoffrey J. and Krishnan, Thriyambakam (1997). The EM algorithm and extensions. New York, United States: Wiley.

The EM algorithm and extensions

1997

Journal Article

An analysis of valve re-replacement after aortic valve replacement with biologic devices

McGiffin, DC, Galbraith, AJ, OBrien, MF, McLachlan, GJ, Naftel, DC, Adams, P, Reddy, S and Early, L (1997). An analysis of valve re-replacement after aortic valve replacement with biologic devices. Journal of Thoracic And Cardiovascular Surgery, 113 (2), 311-318. doi: 10.1016/S0022-5223(97)70328-3

An analysis of valve re-replacement after aortic valve replacement with biologic devices

1997

Journal Article

The impact of the EM algorithm on medical statistics

McLachlan, G. (1997). The impact of the EM algorithm on medical statistics. Statistical Methods in Medical Research, 6 (1), 1-2. doi: 10.1191/096228097668772579

The impact of the EM algorithm on medical statistics

1997

Journal Article

High-breakdown linear discriminant analysis

Hawkins, DM and McLachlan, GJ (1997). High-breakdown linear discriminant analysis. Journal of The American Statistical Association, 92 (437), 136-143. doi: 10.2307/2291457

High-breakdown linear discriminant analysis

1996

Journal Article

Maximum likelihood clustering via normal mixture models

McLachlan, 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

Maximum likelihood clustering via normal mixture models

1996

Journal Article

Likelihood-based approaches to pattern recognition

McLachlan, G. J. (1996). Likelihood-based approaches to pattern recognition. Far East Journal of Mathematical Sciences, 4 (Pt. 1), 1-29.

Likelihood-based approaches to pattern recognition

1996

Conference Publication

Clustering of magnetic resonance images

McLachlan, 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.

Clustering of magnetic resonance images

1995

Journal Article

Asymptotic Relative Efficiency of the Linear Discriminant Function Under Partial Nonrandom Classification of the Training Data

McLachlan, 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

Asymptotic Relative Efficiency of the Linear Discriminant Function Under Partial Nonrandom Classification of the Training Data

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.

The distribution of transferrin saturation in an asymptomatic Australian population: relevance to the early diagnosis of hemochromatosis Washington, from. December 1-5, 1995.