ESS++: A C++ objected-oriented algorithm for Bayesian stochastic search model exploration

Bioinformatics

Volumn 27, Issue 4, 2011, Pages 587-588

  Bottolo, Leonardo ^a   Chadeau hyam, Marc ^a   Hastie, David I ^a   Langley, Sarah R ^a   Petretto, Enrico ^a   Tiret, Laurence ^b   Tregouet, David ^b   Richardson, Sylvia ^a  

^a IMPERIAL COLLEGE LONDON   (United Kingdom)

^b INSERM   (France)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHM; ARTICLE; BAYES THEOREM; COMPUTER LANGUAGE; COMPUTER PROGRAM; GENE EXPRESSION REGULATION; STATISTICAL MODEL; STATISTICS;

ALGORITHMS; BAYES THEOREM; GENE EXPRESSION REGULATION; LINEAR MODELS; MODELS, STATISTICAL; PROGRAMMING LANGUAGES; SOFTWARE; STOCHASTIC PROCESSES;

EID: 79951533215     PISSN: 13674803     EISSN: 14602059     Source Type: Journal    
DOI: 10.1093/bioinformatics/btq684     Document Type: Article

References (6)

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2. Bottolo, L. and Richardson, S. (2010) Evolutionary stochastic search for bayesian model exploration. Bayesian Anal., 5, 583-618.
3. Hans, C. et al. (2007) Shotgun stochastic search for 'large p' regression. JASA, 102, 507-517.
4. Heinig, M. et al. (2010) A trans-acting locus regulates an anti-viral expression network and type 1 diabetes risk. Nature, 467, 460-464.
5. Petretto, E. et al. (2010) New insights into the genetic control of gene expression using a bayesian multi-tissue approach. PLoS Comput. Biol., 6, e1000737.
6. Servin, B. and Stephens, M. (2007) Imputation-based analysis of association studies: candidate regions and quantitative traits. PLoS Genet., 3, e114.