$L_q$ Lower Bounds on Distributed Estimation via Fisher Information

Wei-Ning Chen, Ayfer Özgür

Van Trees inequality, also known as the Bayesian Cramér-Rao lower bound, is a powerful tool for establishing lower bounds for minimax estimation through Fisher information. It easi…