Optimal subsampling for quantile regression in big data
published by HaiYing Wang
in 2020
in Mathematical Statistics
and research's language is
English
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Abstract in English
We investigate optimal subsampling for quantile regression. We derive the asymptotic distribution of a general subsampling estimator and then derive tw