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Published in 2019 at "Journal of Statistical Theory and Practice"
DOI: 10.1007/s42519-019-0048-5
Abstract: The information-based optimal subdata selection (IBOSS) is a computationally efficient method to select informative data points from large data sets through processing full data by columns. However, when the volume of a data set is…
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Keywords:
divide conquer;
based optimal;
optimal subdata;
subdata selection ... See more keywords