Efficient and Accurate Multiple-Phenotypes Regression Method for High Dimensional Data Considering Population Structure.
Jong Wha J. JooEun Yong KangElin OrgNicholas A. FurlotteBrian ParksAldons J. LusisEleazar EskinPublished in: RECOMB (2015)
Keyphrases
- high dimensional data
- regression method
- dimensionality reduction
- nearest neighbor
- high dimensional
- low dimensional
- high dimensionality
- low dimensional structure
- data analysis
- similarity search
- high dimensional spaces
- data points
- data sets
- high dimensional datasets
- manifold learning
- linear regression
- subspace clustering
- missing values
- dimensional data
- regression model
- linear discriminant analysis
- gene expression data
- dimension reduction
- clustering high dimensional data
- variable selection
- feature space
- variable weighting
- locally linear embedding
- text mining
- input image
- computer vision
- machine learning