P-values for high-dimensional regression

Assigning significance in high-dimensional regression is challenging. Most computationally efficient selection algorithms cannot guard against inclusion of noise variables. Asymptotically valid p-values are not available. An exception is a recent proposal by Wasserman and Roeder (2008) which splits...

Szczegółowa specyfikacja

Opis bibliograficzny
Główni autorzy: Meinshausen, N, Meier, L, Bühlmann, P
Format: Journal article
Język:English
Wydane: 2008