510 citations
- University of EdinburghGB26 papers
- Edinburgh GenomicsGB3 papers
- UK Astronomy Technology CentreGB3 papers
- University of BergenNO3 papers
- Biomathematics and Statistics ScotlandGB2 papers
- Curtin UniversityAU2 papers
- Heriot-Watt UniversityGB2 papers
- International Centre for Radio Astronomy ResearchAU2 papers
- Karolinska InstitutetSE2 papers
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4 papers · 1 filter
Wisdom of the crowd from unsupervised dimension reduction
Lingfei Wang, Tom Michoel
Wisdom of the crowd, the collective intelligence derived from responses of multiple human or machine individuals to the same questions, can be more accurate than each individual, a…
Learning differential module networks across multiple experimental conditions
Pau Erola, Eric Bonnet, Tom Michoel
Module network inference is a statistical method to reconstruct gene regulatory networks, which uses probabilistic graphical models to learn modules of coregulated genes and their…
Analytic solution and stationary phase approximation for the Bayesian lasso and elastic net
Tom Michoel
The lasso and elastic net linear regression models impose a double-exponential prior distribution on the model parameters to achieve regression shrinkage and variable selection, al…
Controlling false discoveries in Bayesian gene networks with lasso regression p-values
Lingfei Wang, Tom Michoel
Bayesian networks can represent directed gene regulations and therefore are favored over co-expression networks. However, hardly any Bayesian network study concerns the false disco…