Detection boundary in sparse regression

Yuri I. Ingster, Alexandre B. Tsybakov, Nicolas Verzelen

We study the problem of detection of a p-dimensional sparse vector of parameters in the linear regression model with Gaussian noise. We establish the detection boundary, i.e., the…