Robust location estimators in regression models with covariates and responses missing at random

DOI10.1080/10485252.2020.1834108zbMath1468.62286arXiv2005.03511OpenAlexW3096149362MaRDI QIDQ4988816

Graciela Boente, Ana M. Bianco, Ana Pérez-González, Wenceslao González Manteiga

Publication date: 19 May 2021

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

Full work available at URL: https://arxiv.org/abs/2005.03511

zbMATH Keywords

robust estimationmissing at random (MAR)Fisher-consistencyplug-in methodsM-location functionals

Mathematics Subject Classification ID

Nonparametric regression and quantile regression (62G08) Asymptotic properties of nonparametric inference (62G20) Nonparametric robustness (62G35) Linear regression; mixed models (62J05) Applications of statistics to environmental and related topics (62P12) Missing data (62D10)

Uses Software

• robustbase
• RobStatTM

Cites Work

• Estimating linear functionals in nonlinear regression with responses missing at random
• Theory and inference for regression models with missing responses and covariates
• Robust nonparametric estimation with missing data
• Estimation of the marginal location under a partially linear model with missing responses
• Empirical likelihood confidence bands for distribution functions with missing responses
• Robust estimators in semiparametric partly linear regression models.
• Continuity and differentiability of regression M functionals
• Modular regression -- a Lego system for building structured additive distributional regression models with tensor product interactions
• Robust inference for nonlinear regression models
• Efficient estimation of quantiles in missing data models
• Robust location estimation with missing data
• Jackknife variance estimation with survey data under hot deck imputation
• Estimation of Regression Coefficients When Some Regressors Are Not Always Observed
• Adjusting for Nonignorable Drop-Out Using Semiparametric Nonresponse Models
• Robust Statistics
• Causal Inference on Quantiles with an Obstetric Application
• Efficient Quantile Regression Analysis With Missing Observations
• Conditional moment models with data missing at random
• Robust estimation for linear regression with asymmetric errors
• Robust Estimation of a Location Parameter
• A Generalization of Sampling Without Replacement From a Finite Universe
• Robust Statistics

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