Adaptive Estimation and Statistical Inference for High-Dimensional Graph-Based Linear Models

Duzhe Wang, Po-Ling Loh

We consider adaptive estimation and statistical inference for high-dimensional graph-based linear models. In our model, the coordinates of regression coefficients correspond to an…