Review
Robust quantile regression for improved population mean estimation under simple random sampling
A. Subhani, M. Irfan, M. Javed et al.
· 0 citations
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Review
Open access
Oct 2026
Robust mean estimation via auxiliary-informed quantile regression: A modern statistical framework
To handle outliers in data, researchers increasingly use robust regression techniques since traditional methods like ordinary least squares are sensitive to outliers/extreme values. Quantile regression is being widely applied in survey sampling to obtain more reliable and efficient estimates. This study proposes a nov...
A. Subhani, M. Irfan, M. Javed et al.
· Journal of the National Scie... · 0 citations