Chunked-and-averaged estimators for vector parameters

DOI10.1016/j.spl.2018.02.051zbMath1414.62074arXiv1612.06492OpenAlexW2963027150MaRDI QIDQ1640975

Geoffrey J. McLachlan, Hien Duy Nguyen

Publication date: 14 June 2018

Published in: Statistics \& Probability Letters (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1612.06492

zbMATH Keywords

parameter estimationdistributed computingbig datadivide-and-conquerasymptotic statistics

Mathematics Subject Classification ID

Asymptotic properties of parametric estimators (62F12) Point estimation (62F10)

Uses Software

• R

Cites Work

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• Central limit theorems and uniform laws of large numbers for arrays of random fields
• A caution on mixing conditions for random fields
• Basic properties of strong mixing conditions. A survey and some open questions
• Divide and conquer in nonstandard problems and the super-efficiency phenomenon
• Essential Statistical Inference
• Asymptotic Statistics

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