Penalized unimodal spline density estimation with application to \(M\)-estimation
From MaRDI portal
Publication:2112259
DOI10.1016/j.jspi.2022.10.005zbMath1502.62039OpenAlexW4307568594MaRDI QIDQ2112259
Publication date: 9 January 2023
Published in: Journal of Statistical Planning and Inference (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1016/j.jspi.2022.10.005
Nonparametric regression and quantile regression (62G08) Density estimation (62G07) Asymptotic properties of nonparametric inference (62G20) Nonparametric robustness (62G35)
Uses Software
Cites Work
- Unnamed Item
- A smoothing principle for the Huber and other location \(M\)-estimators
- Optimal cross-validation in density estimation with the \(L^{2}\)-loss
- High breakdown-point and high efficiency robust estimates for regression
- Adaptive \(M\)-estimation in nonparametric regression
- A one-step robust estimator for regression based on the weighted likelihood reweighting scheme
- Robust regression: Asymptotics, conjectures and Monte Carlo
- Estimation of a convex function: Characterizations and asymptotic theory.
- A class of robust and fully efficient regression estimators
- Nonparametric estimation of a smooth density with shape restrictions
- Constrained Statistical Inference
- Adaptive Huber Regression
- The Fitting of Power Series, Meaning Polynomials, Illustrated on Band-Spectroscopic Data
- Efficient Robust Regression via Two-Stage Generalized Empirical Likelihood
- Robust Estimation of a Location Parameter