Ontology highlight
ABSTRACT:
SUBMITTER: Li S
PROVIDER: S-EPMC3930359 | biostudies-literature | 2013 Mar
REPOSITORIES: biostudies-literature
Li Shuang S Hsu Li L Peng Jie J Wang Pei P
The annals of applied statistics 20130301 1
Gaussian Graphical Models (GGMs) have been used to construct genetic regulatory networks where regularization techniques are widely used since the network inference usually falls into a high-dimension-low-sample-size scenario. Yet, finding the right amount of regularization can be challenging, especially in an unsupervised setting where traditional methods such as BIC or cross-validation often do not work well. In this paper, we propose a new method - Bootstrap Inference for Network COnstruction ...[more]