Methodological review traces the foundational concepts and post-publication developments of lasso regression, highlighting its impact on high-dimensional data analysis.
Summary In the paper I give a brief review of the basic idea and some history and then discuss some developments since the original paper on regression shrinkage and selection via the lasso.
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Robert Tibshirani (2011) studied this question.
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