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Geoff McLachlan
Geoff McLachlan
Professor of Statistics, University of Queensland
Verified email at uq.edu.au - Homepage
Title
Cited by
Cited by
Year
Finite Mixture Models
GJ McLachlan, D Peel
John Wiley & Sons, New York, 2000
13929*2000
The EM Algorithm and Extensions, Second Edition
GJ McLachlan, T Krishnan
John Wiley & Sons, New York, 2008
9532*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), 1-37, 2008
63182008
Discriminant analysis and statistical pattern recognition
GJ McLachlan
John Wiley & Sons, 2005
49352005
Mixture models. Inference and applications to clustering
GJ McLachlan, KE Basford
Marcel Dekker, 1988
43291988
Mixture Models., 1988
GJ McLachlan, KE Basford
Marcel Dekker, New York, 1965
4291*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
16362002
Robust mixture modelling using the t distribution
D Peel, GJ McLachlan
Statistics and computing 10 (4), 339-348, 2000
10122000
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
9251987
Analyzing microarray gene expression data
GJ McLachlan, KA Do, C Ambroise
Wiley, 2004
8882004
A mixture model-based approach to the clustering of microarray expression data
GJ McLachlan, RW Bean, D Peel
Bioinformatics 18 (3), 413-422, 2002
7052002
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
5902013
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
4622009
Mahalanobis distance
GJ McLachlan
Resonance 4 (6), 20-26, 1999
3791999
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
2882012
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
2812003
Mixtures of factor analyzers
G McLachlan, D Peel
In Proceedings of the Seventeenth International Conference on Machine Learning, 2000
2682000
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
2491999
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
2472006
Finite mixtures of multivariate skew t-distributions: some recent and new results
S Lee, GJ McLachlan
Statistics and Computing 24 (2), 181-202, 2014
2252014
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