Elad Meir

Cramér-Rao Bound for Estimation After Model Selection and Its Application to Sparse Vector Estimation

2021 · IEEE Transactions on Signal Processing

In many practical parameter estimation problems, such as coefficient estimation of polynomial regression, the true model is unknown and thus, a model selection step is performed prior to estimation. The data-based model selection step affects …