Distributed Estimation and Inference with Statistical Guarantees

Heather Battey, Jianqing Fan, Han Liu +2

This paper studies hypothesis testing and parameter estimation in the context of the divide and conquer algorithm. In a unified likelihood based framework, we propose new test stat…