1. INTRODUCTION

2. SPARSE NORMAL MEANS, REGRESSION AND VARIABLE SELECTION

3. LASSO AND HORSESHOE

4. STATISTICAL RISK PROPERTIES

5. HYPER-PARAMETERS

6. COMPUTATION

7. SIMULATION EXPERIMENTS

8. FURTHER DEVELOPMENTS

9. DISCUSSION