Adaptive estimation of the sparsity in the Gaussian vector model

Alexandra Carpentier, Nicolas Verzelen

Consider the Gaussian vector model with mean value θ. We study the twin problems of estimating the number |θ|_0 of non-zero components of θ and testing whether |θ|_0 is smaller tha…