Geoffrey J McLachlan

Geoffrey J McLachlan

UNVERIFIED PROFILE

Are you Geoffrey J McLachlan?   Register this Author

Register author
Geoffrey J McLachlan

Geoffrey J McLachlan

Publications by authors named "Geoffrey J McLachlan"

Are you Geoffrey J McLachlan?   Register this Author

38Publications

582Reads

30Profile Views

Mixture cure models with time-varying and multilevel frailties for recurrent event data.

Stat Methods Med Res 2019 Jul 11:962280219859377. Epub 2019 Jul 11.

1 School of Medicine and Menzies Health Institute Queensland, Griffith University, Queensland, Australia.

View Article

Download full-text PDF

Source
http://dx.doi.org/10.1177/0962280219859377DOI Listing
July 2019

Multilevel model with random effects for clustered survival data with multiple failure outcomes.

Stat Med 2019 Mar 25;38(6):1036-1055. Epub 2018 Nov 25.

School of Medicine and Menzies Health Institute Queensland, Griffith University, Queensland, Australia.

View Article

Download full-text PDF

Source
http://dx.doi.org/10.1002/sim.8041DOI Listing
March 2019

A Block EM Algorithm for Multivariate Skew Normal and Skew -Mixture Models.

IEEE Trans Neural Netw Learn Syst 2018 11 9;29(11):5581-5591. Epub 2018 Mar 9.

View Article

Download full-text PDF

Source
http://dx.doi.org/10.1109/TNNLS.2018.2805317DOI Listing
November 2018

Statistical Evaluation of Labeled Comparative Profiling Proteomics Experiments Using Permutation Test.

Methods Mol Biol 2017 ;1549:109-117

The University of Queensland Diamantina Institute, Translational Research Institute, Woolloongabba, QLD, 4102, Australia.

View Article

Download full-text PDF

Source
http://dx.doi.org/10.1007/978-1-4939-6740-7_9DOI Listing
February 2018

Whole-Volume Clustering of Time Series Data from Zebrafish Brain Calcium Images via Mixture Modeling.

Stat Anal Data Min 2018 Feb 6;11(1):5-16. Epub 2017 Dec 6.

Centre for Advanced Imaging, The University of Queensland, St. Lucia, Brisbane, Australia 4075.

View Article

Download full-text PDF

Source
http://dx.doi.org/10.1002/sam.11366DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5927610PMC
February 2018

Maximum Pseudolikelihood Estimation for Model-Based Clustering of Time Series Data.

Neural Comput 2017 04 17;29(4):990-1020. Epub 2017 Jan 17.

Centre for Advanced Imaging, University of Queensland, St. Lucia 4072, Australia

View Article

Download full-text PDF

Source
http://dx.doi.org/10.1162/NECO_a_00938DOI Listing
April 2017

Mixture of time-dependent growth models with an application to blue swimmer crab length-frequency data.

Biometrics 2016 12 28;72(4):1255-1265. Epub 2016 Apr 28.

School of Mathematical Sciences, Queensland University of Technology, Brisbane, Queensland 4000, Australia.

View Article

Download full-text PDF

Source
http://dx.doi.org/10.1111/biom.12531DOI Listing
December 2016

A Universal Approximation Theorem for Mixture-of-Experts Models.

Neural Comput 2016 12 14;28(12):2585-2593. Epub 2016 Sep 14.

School of Mathematics and Physics, University of Queensland, Brisbane, Queensland 4072, Australia

View Article

Download full-text PDF

Source
http://dx.doi.org/10.1162/NECO_a_00892DOI Listing
December 2016

Partial identification in the statistical matching problem.

Comput Stat Data Anal 2016 Dec;104:79-90

Department of Mathematics, University of Queensland, Australia.

View Article

Download full-text PDF

Source
http://dx.doi.org/10.1016/j.csda.2016.06.005DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5423529PMC
December 2016

Application of Multiple Imputation for Missing Values in Three-Way Three-Mode Multi-Environment Trial Data.

PLoS One 2015 21;10(12):e0144370. Epub 2015 Dec 21.

School of Agriculture and Food Science, the University of Queensland, Brisbane, Queensland, Australia.

View Article

Download full-text PDF

Source
http://journals.plos.org/plosone/article?id=10.1371/journal.pone.0144370PLOS
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4686903PMC
June 2016

Modeling of inter-sample variation in flow cytometric data with the joint clustering and matching procedure.

Cytometry A 2016 Jan 22;89(1):30-43. Epub 2015 Oct 22.

Indian Institute of Public Health Hyderabad (IIPHH), Plot No. 1, A.N.V. Arcade, Amar Co-op Society, Kavuri Hills, Madhapur, Hyderabad, AP, 500033, India.

View Article

Download full-text PDF

Source
http://dx.doi.org/10.1002/cyto.a.22789DOI Listing
January 2016

Inference on differences between classes using cluster-specific contrasts of mixed effects.

Biostatistics 2015 Jan 23;16(1):98-112. Epub 2014 Jun 23.

Laboratory of Gynecologic Oncology, Department of Obstetrics, Gynecology and Reproductive Biology, Brigham and Women's Hospital, Boston, MA 02115, USA.

View Article

Download full-text PDF

Source
http://dx.doi.org/10.1093/biostatistics/kxu028DOI Listing
January 2015

On the classification of microarray gene-expression data.

Brief Bioinform 2013 Jul 17;14(4):402-10. Epub 2012 Sep 17.

Department of Mathematics, University of Queensland, St Lucia, QLD 4072, Australia.

View Article

Download full-text PDF

Source
https://academic.oup.com/bib/article-lookup/doi/10.1093/bib/
Publisher Site
http://dx.doi.org/10.1093/bib/bbs056DOI Listing
July 2013

Clustering of time-course gene expression profiles using normal mixture models with autoregressive random effects.

BMC Bioinformatics 2012 Nov 14;13:300. Epub 2012 Nov 14.

Department of Mathematics, University of Queensland, Brisbane, QLD 4072, Australia.

View Article

Download full-text PDF

Source
http://dx.doi.org/10.1186/1471-2105-13-300DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3574839PMC
November 2012

Mixtures of common t-factor analyzers for clustering high-dimensional microarray data.

Bioinformatics 2011 May 3;27(9):1269-76. Epub 2011 Mar 3.

Department of Statistics, Chonnam National University, Gwangju, South Korea.

View Article

Download full-text PDF

Source
http://dx.doi.org/10.1093/bioinformatics/btr112DOI Listing
May 2011

Commentary on Steinley and Brusco (2011): recommendations and cautions.

Psychol Methods 2011 Mar;16(1):80-1; discussion 89-92

Department of Mathematics and Institute for Molecular Bioscience, University of Queensland, St. Lucia, Brisbane 4072, Queensland, Australia.

View Article

Download full-text PDF

Source
http://dx.doi.org/10.1037/a0021141DOI Listing
March 2011

Mixtures of factor analyzers with common factor loadings: applications to the clustering and visualization of high-dimensional data.

IEEE Trans Pattern Anal Mach Intell 2010 Jul;32(7):1298-309

Department of Statistics, Chonnam National University, Gwangju 500-757, South Korea.

View Article

Download full-text PDF

Source
http://dx.doi.org/10.1109/TPAMI.2009.149DOI Listing
July 2010

Integrative mixture of experts to combine clinical factors and gene markers.

Bioinformatics 2010 May 11;26(9):1192-8. Epub 2010 Mar 11.

ARC Centre of Excellence in Bioinformatics, Institute for Molecular Bioscience, University of Queensland, St Lucia, QLD, Australia.

View Article

Download full-text PDF

Source
http://dx.doi.org/10.1093/bioinformatics/btq107DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC2859127PMC
May 2010

A score test for assessing the cured proportion in the long-term survivor mixture model.

Stat Med 2009 Nov;28(27):3454-66

School of Public Health, Curtin Health Innovation Research Institute, Curtin University of Technology, GPO Box U 1987, Perth, WA 6845, Australia.

View Article

Download full-text PDF

Source
http://dx.doi.org/10.1002/sim.3696DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC2885914PMC
November 2009

Microarray data analysis for differential expression: a tutorial.

P R Health Sci J 2009 Jun;28(2):89-104

Department of Biostatistics and Epidemiology, School of Public Health, University of Puerto Rico-Medical Sciences Campus, San Juan, Puerto Rico.

View Article

Download full-text PDF

Source
June 2009

Clustering.

Methods Mol Biol 2008 ;453:423-39

ARC Centre of Excellence in Bioinformatics, Institute for Molecular Bioscience, The University of Queensland, Brisbane, Queensland, Australia.

View Article

Download full-text PDF

Source
http://dx.doi.org/10.1007/978-1-60327-429-6_22DOI Listing
October 2008

Multilevel survival modelling of recurrent urinary tract infections.

Comput Methods Programs Biomed 2007 Sep 9;87(3):225-9. Epub 2007 Jul 9.

School of Public Health, Curtin University of Technology, GPO Box U 1987, Perth, WA 6845, Australia.

View Article

Download full-text PDF

Source
http://dx.doi.org/10.1016/j.cmpb.2007.05.013DOI Listing
September 2007

Extension of mixture-of-experts networks for binary classification of hierarchical data.

Artif Intell Med 2007 Sep 16;41(1):57-67. Epub 2007 Jul 16.

Department of Mathematics, University of Queensland, Brisbane, Qld 4072, Australia.

View Article

Download full-text PDF

Source
http://dx.doi.org/10.1016/j.artmed.2007.06.001DOI Listing
September 2007

Maternity length of stay modelling by gamma mixture regression with random effects.

Biom J 2007 Aug;49(5):750-64

Department of Epidemiology and Biostatistics, School of Public Health, Curtin University of Technology, GPO Box U 1987, Perth, WA 6845, Australia.

View Article

Download full-text PDF

Source
http://dx.doi.org/10.1002/bimj.200610371DOI Listing
August 2007

A score test for overdispersion in zero-inflated poisson mixed regression model.

Stat Med 2007 Mar;26(7):1608-22

Department of Management Sciences, City University of Hong Kong, Kowloon.

View Article

Download full-text PDF

Source
http://dx.doi.org/10.1002/sim.2616DOI Listing
March 2007

Segmentation and intensity estimation of microarray images using a gamma-t mixture model.

Bioinformatics 2007 Feb 12;23(4):458-65. Epub 2006 Dec 12.

Department of Statistics, Chonnam National University, Gwangju 500-757, South Korea.

View Article

Download full-text PDF

Source
http://dx.doi.org/10.1093/bioinformatics/btl630DOI Listing
February 2007

Mixture models for detecting differentially expressed genes in microarrays.

Int J Neural Syst 2006 Oct;16(5):353-62

ARC Centre in Bioinformatics, Institute for Molecular Bioscience, University of Queensland, St. Lucia, Brisbane, 4072, Australia.

View Article

Download full-text PDF

Source
http://dx.doi.org/10.1142/S0129065706000755DOI Listing
October 2006

A score test for zero-inflation in correlated count data.

Stat Med 2006 May;25(10):1660-71

Department of Epidemiology and Biostatistics, School of Public Health, Curtin University of Technology, G.P.O. Box U 1987, Perth, WA 6845, Australia.

View Article

Download full-text PDF

Source
http://dx.doi.org/10.1002/sim.2308DOI Listing
May 2006

An incremental EM-based learning approach for on-line prediction of hospital resource utilization.

Artif Intell Med 2006 Mar 6;36(3):257-67. Epub 2005 Oct 6.

Department of Mathematics, University of Queensland, Brisbane, Qld 4072, Australia.

View Article

Download full-text PDF

Source
http://dx.doi.org/10.1016/j.artmed.2005.07.003DOI Listing
March 2006

Multi-level zero-inflated poisson regression modelling of correlated count data with excess zeros.

Stat Methods Med Res 2006 Feb;15(1):47-61

Department of Epidemiology and Biostatistics, School of Public Health, Curtin University of Technology, Perth, WA, Australia.

View Article

Download full-text PDF

Source
http://dx.doi.org/10.1191/0962280206sm429oaDOI Listing
February 2006

Selection bias in gene extraction on the basis of microarray gene-expression data.

Proc Natl Acad Sci U S A 2002 May 30;99(10):6562-6. Epub 2002 Apr 30.

Laboratoire Heudiasyc, Unité Mixte de Recherche/Centre National de la Recherche Scientifique 6599, 60200 Compiègne, France.

View Article

Download full-text PDF

Source
http://www.pnas.org/cgi/doi/10.1073/pnas.102102699
Publisher Site
http://dx.doi.org/10.1073/pnas.102102699DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC124442PMC
May 2002

Influence of patient age and implantation technique on the probability of re-replacement of the homograft aortic valve.

J Heart Valve Dis 2002 Mar;11(2):217-23; discussion 223-5

Department of Mathematics, The University of Queensland, St. Lucia, Australia.

View Article

Download full-text PDF

Source
March 2002