SLOPE - Adaptive variable selection via convex optimization

Małgorzata Bogdan, Ewout van den Berg, Chiara Sabatti +2

We introduce a new estimator for the vector of coefficients $\beta$ in the linear model $y=X\beta +z$, where $X$ has dimensions $n\times p$ with $p$ possibly larger than $n$. SLOPE, short f…