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math.ST2022★ 5 cited
Distributed Estimation and Inference for Semi-parametric Binary Response Models
Xi Chen, Wenbo Jing, Weidong Liu +1
The development of modern technology has enabled data collection of unprecedented size, which poses new challenges to many statistical estimation and inference problems. This paper…
math.ST2021★ 3 cited
Online Statistical Inference for Stochastic Optimization via Kiefer-Wolfowitz Methods
Xi Chen, Zehua Lai, He Li +1
This paper investigates the problem of online statistical inference of model parameters in stochastic optimization problems via the Kiefer-Wolfowitz algorithm with random search di…