Person
McLachlan, Geoffrey John (1946 - )
FAA
- Born
- 3 October 1946
- Occupation
- Statistician
Summary
Geoffrey McLachan is internationally recognised for his pioneering research in classification, and to the related domains of cluster analysis, machine learning and statistical inference. Much of his research has been directed to the theory and application of finite mixture models, particularly the expectation-maximisation (EM) algorithm. His methodological developments have application in many areas, including bioinformatics, biostatistics, flow cytometry, image analysis and survival analysis. He has published over 300 books and papers, some of which have become standard references. McLachlan joined the University of Queensland in 1974 and was appointed Professor of Statistics (a personal chair) in 1998. His wider contributions include serving as President of the Queensland Branch of the Statistical Society of Australia.
Details
Chronology
- 1969
- Education - Bachelor of Science (BSc(Hons)) University of Queensland
- 1973
- Education - Doctor of Philosophy (PhD), University of Queensland
- 1974
- Career position - Lecturer, University of New England
- 1974 - 1978
- Career position - Lecturer, Department of Mathematics, University of Queensland
- 1978 - 1984
- Career position - Senior Lecturer, Department of Mathematics, University of Queensland
- 1984 - 1998
- Career position - Reader, Department of Mathematics, University of Queensland
- 1992 - 1997
- Career position - Associate Editor,
- 1992 - 2003
- Career position - Member of the Editorial Board, Journal of statistical computation and simulation
- 1992 - 2008
- Career position - Member of the Editorial Board, Statistical methods in medical research
- 1994
- Education - Doctor of Science (DSc), University of Queensland
- 1996 - 2002
- Career position - Member of the Editorial Board, Journal of research and practice in information technology
- 1998
- Career position - Professor of Statistics (personal chair), University of Queensland
- 2000 - 2019
- Career position - Member of the Editorial Board, Journal of classification
- 2001 - 2012
- Career position - Member of the Editorial Board, Environmental and ecological statistics
- 2003 - 2005
- Career position - Member of the Editorial Board, Biometrics
- 2003 - 2011
- Career position - Part-time appointment at Institute of Molecular Biosciences, University of Queensland
- 2007 - 2009
- Award - ARC Professorial Fellowship
- 2007 - 2009
- Career position - Head of Mathematics, University of Queensland
- 2009 - 2010
- Career position - Member, College of Experts, Australian Research Council
- 2009 - 2015
- Career position - Member of the Editorial Board, Biology direct
- 2010
- Award - Pitman Medal, Statistical Society of Australia
- 2010 - 2011
- Career position - President, International Federation of Classification Societies
- 2010 - 2015
- Career position - Member of the Editorial Board, Advances in statistical analysis
- 2011
- Award - ICDM Research Contributions Award, Institute of Electrical and Electronic Engineers
- 2013 - 2015
- Award - Vice-Chancellor's Senior Research Fellow, School of Mathematics and Physics, University of Queensland
- 2015 -
- Award - Fellow, Australian Academy of Science (FAA)
- 2017
- Award - Research Medal for Outstanding Research Achievements, International Federation of Classifications Societies
Related entries
Published resources
Books
- McLachlan, G., Discriminant analysis and statistical pattern recognition (New York: Wiley, 1992), 552 pp. Details
- McLachlan, G. J.; and Basford, K. E., Mixture models: inference and applications to clustering (New York: Marcel Dekker, 1988), 254 pp. Details
- McLachlan, G. J.; and Krishnan, T., The EM algorithm and extensions ( Hoboken, NJ: Wiley, 2008), 400 pp. Details
- McLachlan, G. J.; and Peel, D., Finite mixture models (New York: Wiley, 2000), 464 pp. Details
- McLachlan, G. J.; Do, K. A.; and Ambroise, C., Analyzing microarray gene expression data (Hoboken, NJ: Wiley, 2004), 368 pp. Details
Journal Articles
- Nguyen, Hien; Lee, Sharon; and Forbes, Florence, 'A Festschrift for Geoff McLachlan', Australian and New Zealand journal of statistics, 64 ([supp]) (2022), 111-6, https://doi.org/10.1111/anzs.12372. Details
Resources
- 'McLachlan, Geoffrey John (1946 - )', Fellows of the Academy, Australian Academy of Science, 2019, https://www.science.org.au/profile/geoff-mclachlan. Details
See also
- Robson, Alexandra K.; Production Manager and Editor eds, Who's who in Australia 2019 (Southbank, Vic.: AAP Directories, 2018), 1788 pp. Details
Helen Cohn
Created: 28 September 2023