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R Package for High-Dimensional Asymmetric Least Squares

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This R package implements the elastic net and (adaptive) lasso penalized sparse asymmetric least squares (SALES) and coupled sparse asymmetric least squares (COSALES) using coordinate descent and proximal gradient algorithms. It offers a way of analyzing heterogeneity in high-dimensional data.

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The R package for high-dimensional Sparse Asymmetric LEast Squares

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