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| Author | Identifier | Number of Items | Total Downloads |
|---|---|---|---|
| McLachlan, G |  https://orcid.org/0000-0002-5921-3145 |
31 | 1455 |
| Title | Author(s) | IrusType | Repository | Item URL | Total Downloads |
|---|---|---|---|---|---|
| A bivariate joint frailty model with mixture framework for survival analysis of recurrent events with dependent censoring and cure fraction | Tawiah, Richard; McLachlan, Geoffrey J.; Ng, Shu Kay | Article | University of Queensland [UQ eSpace] | 25 | |
| A common factor-analytic model for classification | Sun, Mingzhu; McLachlan, Geoffrey J | Conference Papers/Posters | University of Queensland [UQ eSpace] | https://espace.library.uq.edu.au/view/UQ:325219 | 1 |
| A globally convergent algorithm for a lasso-penalized mixture of linear regression models | Lloyd-Jones, Luke R.; Nguyen, Hien D.; McLachlan, Geoffrey J. | Article | University of Queensland [UQ eSpace] | https://espace.library.uq.edu.au/view/UQ:690765 | 1 |
| A Mixture of Regressions Model of COVID-19 Death Rates and Population Comorbidities | Maleki, M.; McLachlan, G. J.; Gurewitsch, R.; Aruru, M.; Pyne, S. | Article | University of Queensland [UQ eSpace] | 4 | |
| A multilevel survival model with random covariates and unobservable random effects | Tawiah, Rchard; Yau, Kelvin K. W.; McLachlan, Geoffrey J.; Chambers, Suzanne; Ng, Shu-Kay | Article | University of Queensland [UQ eSpace] | 2 | |
| A simple parallel EM algorithm for statistical learning via mixture models | Lee, Sharon X.; Leemaqz, Kaleb L.; McLachlan, Geoffrey J. | Conference Papers/Posters | University of Queensland [UQ eSpace] | https://espace.library.uq.edu.au/view/UQ:415901 | 14 |
| A universal approximation theorem for mixture-of-experts models | Nguyen, Hien D.; Lloyd-Jones, Luke R.; McLachlan, Geoffrey J. | Article | University of Queensland [UQ eSpace] | https://espace.library.uq.edu.au/view/UQ:416303 | 104 |
| An algorithm for fitting mixtures of Gompertz distributions to censored survival data | McLachlan, G. J.; Ng, S. K.; Adams, P.; McGiffin, D. C.; Galbraith, A. J. | Article | University of Queensland [UQ eSpace] | https://espace.library.uq.edu.au/view/UQ:309405 | 55 |
| Application of gene shaving and mixture models to cluster microarray gene expression data | Do, K. A.; McLachlan, G. J.; Bean, R. W.; Wen, S. | Article | University of Queensland [UQ eSpace] | https://espace.library.uq.edu.au/view/UQ:134938 | 32 |
| Automated gating and dimension reduction of high-dimensional cytometry data | Lee, Sharon X.; McLachlan, Geoffrey J.; Pyne, Saumyadipta | Book Section | University of Queensland [UQ eSpace] | 1 | |
| Bayesian analysis of generalized linear mixed models with spatial correlated and unrestricted skew normal errors | Farzammehr, M.A.; Mohammadzadeh, M; Zadkarami, M. R.; McLachlan, G.J. | Article | University of Queensland [UQ eSpace] | 2 | |
| Classification of imbalanced marketing data with balanced random sets | Nikulin, Vladimir; McLachlan, Geoffrey J. | Conference Papers/Posters | University of Queensland [UQ eSpace] | https://espace.library.uq.edu.au/view/UQ:201779 | 26 |
| Deep Gaussian mixture models | Viroli, Cinzia; McLachlan, Geoffrey J. | Article | University of Queensland [UQ eSpace] | https://espace.library.uq.edu.au/view/UQ:729089 | 254 |
| EMMIXuskew: An R package for Fitting Mixtures of Multivariate Skew t distributions via the EM algorithm | Lee S.X.; McLachlan G.J. | Article | University of Queensland [UQ eSpace] | https://espace.library.uq.edu.au/view/UQ:319142 | 583 |
| Extending mixtures of factor models using the restricted multivariate skew-normal distribution | Lin, Tsung-I; McLachlan, Geoffrey J.; Lee, Sharon X. | Article | University of Queensland [UQ eSpace] | https://espace.library.uq.edu.au/view/UQ:373468 | 86 |
| Extension of Mixture-of-Experts Networks for Binary Classification of Hierarchical Data | Ng, S. K.; McLachlan, G. J. | Article | University of Queensland [UQ eSpace] | https://espace.library.uq.edu.au/view/UQ:135049 | 1 |
| False discovery rate control for grouped or discretely supported p-values with application to a neuroimaging study | Nguyen, Hien D.; Yee, Yohan; McLachlan, Geoffrey J.; Lerch, Jason P. | Article | University of Queensland [UQ eSpace] | 3 | |
| False discovery rate control in magnetic resonance imaging studies via Markov random fields | Nguyen, Hien D.; McLachlan, Geoffrey J.; Cherbuin, Nicolas; Janke, Andrew L. | Article | University of Queensland [UQ eSpace] | https://espace.library.uq.edu.au/view/UQ:330811 | 39 |
| Large-scale simultaneous inference with applications to the detection of differential expression with microarray data (with discussion) | McLachlan, Geoff J.; Wang, Kent; Ng, Shu Kay | Article | University of Queensland [UQ eSpace] | https://espace.library.uq.edu.au/view/UQ:190380 | 1 |
| Mixtures of factor analyzers for the analysis of high-dimensional data | McLachlan, Geoffrey J.; Baek, Jangsun; Rathnayake, Suren I. | Book Section | University of Queensland [UQ eSpace] | https://espace.library.uq.edu.au/view/UQ:241486 | 1 |
| Modelling asset return using multivariate asymmetric mixture models with applications to estimation of Value-at-Risk | Lee, Sharon X.; McLachlan, Geoffrey J. | Conference Papers/Posters | University of Queensland [UQ eSpace] | https://espace.library.uq.edu.au/view/UQ:390711 | 45 |
| Multilevel modelling for inference of genetic regulatory networks | Ng, Shu-Kay; Wang, Kui; McLachlan, Geoffrey J. | Conference Papers/Posters | University of Queensland [UQ eSpace] | https://espace.library.uq.edu.au/view/UQ:104084 | 56 |
| Multivariate skew t mixture models: applications to fluorescence-activated cell sorting data | Wang, Kui; Ng, Shu-Kay; McLachlan, Geoffrey J. | Conference Papers/Posters | University of Queensland [UQ eSpace] | https://espace.library.uq.edu.au/view/UQ:201880 | 1 |
| Nature and man: the goal of bio-security in the course of rapid and inevitable human development | Pyne, Saumyadipta; Lee, Sharon X.; McLachlan, Geoffrey J. | Article | University of Queensland [UQ eSpace] | https://espace.library.uq.edu.au/view/UQ:390712 | 10 |
| On mean and/or variance mixtures of normal distributions | Lee, S.X.; McLachlan, G.J. | Book Section | University of Queensland [UQ eSpace] | 2 | |
| On the classification of microarray gene-expression data | Basford, Kaye E.; McLachlan, Geoffrey J.; Rathnayake, Suren I. | Article | University of Queensland [UQ eSpace] | https://espace.library.uq.edu.au/view/UQ:297124 | 1 |
| PPEM: privacy-preserving EM learning for mixture models | Lee, Sharon X.; Leemaqz, Kaleb L.; McLachlan, Geoffrey J. | Conference Papers/Posters | University of Queensland [UQ eSpace] | 6 | |
| Randomized mixture models for probability density approximation and estimation | Nguyen, Hien D.; Wang, Dianhui; McLachlan, Geoffrey J. | Article | University of Queensland [UQ eSpace] | 31 | |
| Some theoretical results regarding the polygonal distribution | Nguyen, Hien D.; McLachlan, Geoffrey J. | Article | University of Queensland [UQ eSpace] | https://espace.library.uq.edu.au/view/UQ:690770 | 42 |
| Stream-suitable optimization algorithms for some soft-margin support vector machine variants | Nguyen, Hien D.; Jones, Andrew T.; McLachlan, Geoffrey J. | Article | University of Queensland [UQ eSpace] | https://espace.library.uq.edu.au/view/UQ:729087 | 3 |
| The EMMIX software for the fitting of mixtures of normal and t-components | McLachlan, G. J.; Peel, D.; Basford, K. E.; Adams, P. | Article | University of Queensland [UQ eSpace] | 23 |
