134 citations · 304 across the 14 of their papers we have counts for
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math.ST2015★ 134 cited
Functional additive regression
Yingying Fan, Gareth M. James, Peter Radchenko
We suggest a new method, called Functional Additive Regression, or FAR, for efficiently performing high-dimensional functional regression. FAR extends the usual linear regression m…
stat.ME2015
The Discrete Dantzig Selector: Estimating Sparse Linear Models via Mixed Integer Linear Optimization
Rahul Mazumder, Peter Radchenko
We propose a novel high-dimensional linear regression estimator: the Discrete Dantzig Selector, which minimizes the number of nonzero regression coefficients subject to a budget on…