Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
7548455 | Statistics & Probability Letters | 2018 | 7 Pages |
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.
Related Topics
Physical Sciences and Engineering
Mathematics
Statistics and Probability
Authors
Hien D. Nguyen, Geoffrey J. McLachlan,