Cramer-Rao Bound for Estimation After Model Selection and its Application to Sparse Vector Estimation

Elad Meir, Tirza Routtenberg

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 pr…