Zobrazeno 1 - 10
of 139
pro vyhledávání: '"McLachlan, G J"'
Mini-batch algorithms have become increasingly popular due to the requirement for solving optimization problems, based on large-scale data sets. Using an existing online expectation-{}-maximization (EM) algorithm framework, we demonstrate how mini-ba
Externí odkaz:
http://arxiv.org/abs/1902.03335
The detection of differentially expressed (DE) genes is one of the most commonly studied problems in bioinformatics. For example, the identification of DE genes between distinct disease phenotypes is an important first step in understanding and devel
Externí odkaz:
http://arxiv.org/abs/1307.7784
Time-course gene expression data such as yeast cell cycle data may be periodically expressed. To cluster such data, currently used Fourier series approximations of periodic gene expressions have been found not to be sufficiently adequate to model the
Externí odkaz:
http://arxiv.org/abs/1109.4764
Autor:
Lee, S. X., McLachlan, G. J.
We show how the expectation-maximization (EM) algorithm can be applied exactly for the fitting of mixtures of general multivariate skew t (MST) distributions, eliminating the need for computationally expensive Monte Carlo estimation. Finite mixtures
Externí odkaz:
http://arxiv.org/abs/1109.4706
Publikováno v:
IMS Collections 2008, Vol. 1, 364-376
There is increasing interest in the use of diagnostic rules based on microarray data. These rules are formed by considering the expression levels of thousands of genes in tissue samples taken on patients of known classification with respect to a numb
Externí odkaz:
http://arxiv.org/abs/0805.2501
Autor:
Drton, Mathias, Plummer, Martyn, Claeskens, Gerda, Rousseau, Judith, Robert, Christian P., Imai, Toru, Kuroki, Manabu, Friel, N., McKeone, J. P., Oates, C. J., Pettitt, A. N., McLachlan, G. J., Nguyen, H. D., Charnigo, Richard, Longford, N. T., Bhansali, R. J., Cameron, Ewan, Pettitt, Anthony N., Chopin, Nicolas, Draper, David, Kuriki, Satoshi, Mateu, Jorge, Ferreira, Guillermo, Mattei, Pierre-Alexandre, Nugent, Rebecca, Lorenzi, Elizabeth, Frisoli, Kayla, Raftery, Adrian E., South, L. F., Drovandi, C. C., Stehlík, Milan, Wyse, Jason, White, Arthur, Zhu, Rui, Yang, Xiaochen, Ling, Yurong, Xue, Jing-Hao
Publikováno v:
Journal of the Royal Statistical Society. Series B (Statistical Methodology), 2017 Mar 01. 79(2), 323-380.
Externí odkaz:
https://www.jstor.org/stable/44682516
Autor:
McLachlan, G. J.
Publikováno v:
Journal of Agricultural, Biological, and Environmental Statistics, 2001 Jun 01. 6(2), 302-304.
Externí odkaz:
https://www.jstor.org/stable/1400478
Autor:
Ganesalingam, S., McLachlan, G. J.
Publikováno v:
Biometrika, 1978 Dec 01. 65(3), 658-662.
Externí odkaz:
https://www.jstor.org/stable/2335925
Autor:
McLachlan, G. J.
Publikováno v:
Biometrika, 1974 Apr 01. 61(1), 131-135.
Externí odkaz:
https://www.jstor.org/stable/2334294
Autor:
McLachlan, G. J.
Publikováno v:
Biometrika, 1976 Aug 01. 63(2), 239-244.
Externí odkaz:
https://www.jstor.org/stable/2335615