MAS augments subsampling-based MLE with full-data moments through GMM to obtain smaller asymptotic variance and potentially full-data efficiency.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
stat.ME 1years
2023 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
A Moment-assisted Approach for Improving Subsampling-based MLE with Large-scale data
MAS augments subsampling-based MLE with full-data moments through GMM to obtain smaller asymptotic variance and potentially full-data efficiency.