On Projection‐type Estimators of Multivariate Isotonic Functions

DOI10.1111/j.1467-9469.2012.00815.xzbMath1328.62200OpenAlexW1703343264MaRDI QIDQ4923059

Byeong U. Park, Abdelaati Daouia

Publication date: 5 June 2013

Published in: Scandinavian Journal of Statistics (Search for Journal in Brave)

Full work available at URL: https://cdn.uclouvain.be/public/Exports%20reddot/stat/documents/ISBADP2011-36_On_projection-Type_estimators_of_multivariate.....pdf

zbMATH Keywords

local linear fittingconditional distribution functionisotoniclimit processasymptotic equicontinuityfrontier modelling

Mathematics Subject Classification ID

Applications of statistics to economics (62P20) Density estimation (62G07) Applications of statistics to biology and medical sciences; meta analysis (62P10) Nonparametric estimation (62G05) Reliability and life testing (62N05)

Related Items

Extremile Regression, Correcting an estimator of a multivariate monotone function with isotonic regression, A \(\Gamma\)-moment approach to monotonic boundary estimation

Cites Work

• Unnamed Item
• Robustness and inference in nonparametric partial frontier modeling
• Frontier estimation and extreme value theory
• An improved monotone conditional quantile estimator
• Asymptotically minimax estimators for distributions with increasing failure rate
• On the Glivenko-Cantelli theorem for weighted empiricals based on independent random variables
• Estimation of a biometric function
• On polynomial estimators of frontiers and boundaries
• Estimation of a monotone mean residual life.
• Nonparametric kernel regression subject to monotonicity constraints
• Nonparametric frontier estimation: A robust approach.
• Robust nonparametric estimators of monotone boundaries
• THE FDH ESTIMATOR FOR PRODUCTIVITY EFFICIENCY SCORES
• Impossibility of weak convergence of kernel density estimators to a non-degenerate law inL₂(ℝ^d)
• Conditional quantile estimation by local logistic regression
• ASYMPTOTIC PROPERTIES OF NONPARAMETRIC FRONTIER ESTIMATORS
• Estimation of conditional densities and sensitivity measures in nonlinear dynamical systems
• Local Linear Quantile Regression
• Estimation of Survival Functions Under Uniform Stochastic Ordering
• A Note on Weak Convergence of Density Estimators in Hilbert Spaces
• Order-Preserving Nonparametric Regression, With Applications to Conditional Distribution and Quantile Function Estimation
• Methods for Estimating a Conditional Distribution Function
• On Estimation of Monotone and Concave Frontier Functions
• NONPARAMETRIC FRONTIER ESTIMATION: A CONDITIONAL QUANTILE-BASED APPROACH
• On Estimating a Survival Curve Subject to a Uniform Stochastic Ordering Constraint
• Additive isotone regression
• Estimation of a support curve via order statistics