Chunked-and-Averaged Estimators for Vector Parameters
Computation
2017-08-30 v4
Abstract
A divide-and-conquer method for parameter estimation is the chunked-and-averaged (CA) estimator. CA estimators have been studied for univariate parameters under independent and identically distributed (IID) sampling. We study the CA estimators of vector parameters and under non-IID sampling.
Cite
@article{arxiv.1612.06492,
title = {Chunked-and-Averaged Estimators for Vector Parameters},
author = {Hien D. Nguyen and Geoffrey J. McLachlan},
journal= {arXiv preprint arXiv:1612.06492},
year = {2017}
}