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Geoffrey J. McLachlan
Geoffrey J. McLachlan
Andere namenG.J. McLachlan, Geoff McLachlan, Geoffrey McLachlan
Professor of Statistics, University of Queensland
Geverifieerd e-mailadres voor uq.edu.au - Homepage
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Finite mixture models
GJ McLachlan, D Peel
Annual review of statistics and its application, 1-419, 2000
150262000
The EM algorithm and extensions
GJ McLachlan, T Krishnan
John Wiley & Sons, 2007
103032007
Top 10 algorithms in data mining
X Wu, V Kumar, J Ross Quinlan, J Ghosh, Q Yang, H Motoda, ...
Knowledge and information systems 14, 1-37, 2008
78592008
Discriminant analysis and statistical pattern recognition
GJ McLachlan
John Wiley & Sons, 2005
53622005
Mixture models: Inference and applications to clustering
GJ McLachlan, KE Basford
M. Dekker, 1988
46731988
Selection bias in gene extraction on the basis of microarray gene-expression data
C Ambroise, GJ McLachlan
Proceedings of the national academy of sciences 99 (10), 6562-6566, 2002
17352002
Robust mixture modelling using the t distribution
D Peel, GJ McLachlan
Statistics and computing 10, 339-348, 2000
11812000
On bootstrapping the likelihood ratio test statistic for the number of components in a normal mixture
GJ McLachlan
Journal of the Royal Statistical Society: Series C (Applied Statistics) 36 …, 1987
10291987
Analyzing microarray gene expression data
GJ McLachlan, KA Do, C Ambroise
John Wiley & Sons, 2005
9492005
Finite mixture models
GJ McLachlan, SX Lee, SI Rathnayake
Annual review of statistics and its application 6 (1), 355-378, 2019
8652019
A mixture model-based approach to the clustering of microarray expression data
GJ McLachlan, RW Bean, D Peel
Bioinformatics 18 (3), 413-422, 2002
7352002
Automated high-dimensional flow cytometric data analysis
S Pyne, X Hu, K Wang, E Rossin, TI Lin, LM Maier, C Baecher-Allan, ...
Proceedings of the National Academy of Sciences 106 (21), 8519-8524, 2009
5002009
Conservation and divergence in Toll-like receptor 4-regulated gene expression in primary human versus mouse macrophages
K Schroder, KM Irvine, MS Taylor, NJ Bokil, KA Le Cao, KA Masterman, ...
Proceedings of the National Academy of Sciences 109 (16), E944-E953, 2012
3442012
Mixtures of factor analyzers
GJ McLachlan, D Peel
Proceedings of the seventeenth international conference on machine learning …, 2000
3342000
Modelling high-dimensional data by mixtures of factor analyzers
GJ McLachlan, D Peel, RW Bean
Computational Statistics & Data Analysis 41 (3-4), 379-388, 2003
3212003
Multi-level zero-inflated Poisson regression modelling of correlated count data with excess zeros
AH Lee, K Wang, JA Scott, KKW Yau, GJ McLachlan
Statistical methods in medical research 15 (1), 47-61, 2006
2822006
Finite mixtures of multivariate skew t-distributions: some recent and new results
S Lee, GJ McLachlan
Statistics and Computing 24, 181-202, 2014
2612014
On the number of components in a Gaussian mixture model
GJ McLachlan, S Rathnayake
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 4 (5 …, 2014
2562014
Robust cluster analysis via mixtures of multivariate t-distributions
GJ McLachlan, D Peel
Advances in Pattern Recognition: Joint IAPR International Workshops SSPR'98 …, 1998
2431998
A simple implementation of a normal mixture approach to differential gene expression in multiclass microarrays
GJ McLachlan, RW Bean, LBT Jones
Bioinformatics 22 (13), 1608-1615, 2006
2222006
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Artikelen 1–20