Finding Alternative Expression Quantitative Trait Loci by Exploring Sparse Model Space

@article{Wang2014FindingAE,
  title={Finding Alternative Expression Quantitative Trait Loci by Exploring Sparse Model Space},
  author={Zhiyong Wang and Jinbo Xu and Xinghua Shi},
  journal={Journal of computational biology : a journal of computational molecular cell biology},
  year={2014},
  volume={21 5},
  pages={385-93}
}
Sparse modeling, a feature selection method widely used in the machine-learning community, has been recently applied to identify associations in genetic studies including expression quantitative trait locus (eQTL) mapping. These genetic studies usually involve high dimensional data where the number of features is much larger than the number of samples. The… CONTINUE READING