Estimation and testing under sparsity École d'été de probabilités de Saint-Flour XLV -- 2015 /
Taking the Lasso method as its starting point, this book describes the main ingredients needed to study general loss functions and sparsity-inducing regularizers. It also provides a semi-parametric approach to establishing confidence intervals and tests. Sparsity-inducing methods have proven to be v...
| Main Author: | Geer, S. A. van de |
|---|---|
| Other Authors: | SpringerLink (Online service), Ecole d'été de probabilités de Saint-Flour |
| Format: | eBook |
| Language: | English |
| Published: |
Switzerland :
Springer,
2016.
|
| Physical Description: |
1 online resource (xiii, 274 pages). |
| Series: |
Lecture notes in mathematics (Springer-Verlag) ;
2159. Lecture notes in mathematics (Springer-Verlag). École d'été de probabilités de Saint-Flour. |
| Subjects: |
CMU Electronic Access
Electronic Resource Click Here| Location | Call Number: | Status |
|---|---|---|
| CMU Electronic Access | Available |