Geoff McLachlan
Geoff McLachlan
Professor of Statistics, University of Queensland
Verified email at - Homepage
Cited by
Cited by
Finite Mixture Models
GJ McLachlan, D Peel
John Wiley & Sons, New York, 2000
The EM Algorithm and Extensions, Second Edition
GJ McLachlan, T Krishnan
John Wiley & Sons, New York, 2008
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
Discriminant analysis and statistical pattern recognition
GJ McLachlan
John Wiley & Sons, 2005
Mixture models. Inference and applications to clustering
GJ McLachlan, KE Basford
Marcel Dekker, 1988
Mixture Models., 1988
GJ McLachlan, KE Basford
Marcel Dekker, New York, 1965
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
Robust mixture modelling using the t distribution
D Peel, GJ McLachlan
Statistics and computing 10, 339-348, 2000
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
Analyzing microarray gene expression data
GJ McLachlan, KA Do, C Ambroise
Wiley, 2004
A mixture model-based approach to the clustering of microarray expression data
GJ McLachlan, RW Bean, D Peel
Bioinformatics 18 (3), 413-422, 2002
Critical assessment of automated flow cytometry data analysis techniques
N Aghaeepour, G Finak, TF Consortium, TD Consortium, H Hoos, ...
Nature Methods 10, 228-238, 2013
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
Mahalanobis distance
GJ McLachlan
Resonance 4 (6), 20-26, 1999
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
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
Mixtures of factor analyzers
GJ McLachlan, D Peel
Proceedings of the seventeenth international conference on machine learning …, 2000
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
The EMMIX software for the fitting of mixtures of normal and t-components
GJ McLachlan, D Peel, KE Basford, P Adams
Journal of Statistical Software 4 (2), 1999
Finite mixtures of multivariate skew t-distributions: some recent and new results
S Lee, GJ McLachlan
Statistics and Computing 24, 181-202, 2014
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