asymptotic theory 1interpolated estimators 1quantile estimation 1quantile regression 1robust statistics 1
From the 1 of 4 linked papers with an AI index.
Showing stat.MEShow all
3 papers · 1 filter
stat.ME2026
Robust Interpolated Quantile Estimators: Asymptotic Theory and Efficiency
Saïd Maanan, Azzouz Dermoune, Ahmed El Ghini +1
The paper proposes a family of interpolated quantile estimators that incorporate quadratic, Huber, or Tukey bisquare regularization, develops their asymptotic properties, and demon…
stat.ME2026
Interpolated Quantile Estimation: A Unified Framework Bridging Quantiles and the Mean
Saïd Maanan, Azzouz Dermoune, Ahmed El Ghini
This paper develops and analyzes three families of estimators that continuously interpolate between classical quantiles and the sample mean. The construction begins with a smoothed…
stat.ME2025
Smoothed Quantile Estimation via Interpolation to the Mean
Saïd Maanan, Azzouz Dermoune, Ahmed El Ghini
This paper introduces a unified family of smoothed quantile estimators that continuously interpolate between classical empirical quantiles and the sample mean. The estimators q(z,…