Semi-profiled distributed estimation for high-dimensional partially linear model

Yajie Bao; Haojie Ren

doi:10.1016/j.csda.2023.107824

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Semi-profiled distributed estimation for high-dimensional partially linear model

Yajie Bao Haojie Ren

Year: 2023 Journal: Computational Statistics & Data Analysis Vol: 188 Pages: 107824-107824 Publisher: Elsevier BV

DOI: 10.1016/j.csda.2023.107824

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Keywords:

Estimator Computer science Mathematical optimization Convergence (economics) Rate of convergence Constraint (computer-aided design) Parametric statistics Algorithm Linear model Nonparametric statistics Mathematics Machine learning Statistics Key (lock)

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Statistical Methods and Inference

Physical Sciences → Mathematics → Statistics and Probability

Distributed Sensor Networks and Detection Algorithms

Physical Sciences → Computer Science → Computer Networks and Communications

Target Tracking and Data Fusion in Sensor Networks

Physical Sciences → Computer Science → Artificial Intelligence

Semi-profiled distributed estimation for high-dimensional partially linear model

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