Accounting for non-genetic factors by low-rank representation and sparse regression for eQTL mapping.
Can YangLin WangShuqin ZhangHongyu ZhaoPublished in: Bioinform. (2013)
Keyphrases
- linkage disequilibrium
- sparse regression
- low rank
- low rank representation
- genome wide
- missing data
- linear combination
- convex optimization
- feature selection and classification
- genome wide association studies
- gene expression
- singular value decomposition
- matrix factorization
- semi supervised
- association studies
- high order
- high dimensional data
- genetic algorithm
- haplotype inference
- human genome
- least squares