Statistical inference in two-stage observation models including algorithmic randomness

Zhixiang Zhang, Sokbae Lee, Edgar Dobriban

Randomized algorithms, such as random sampling, random projections, and stochastic optimization, are increasingly used to reduce the computational cost of modern statistical analys…