Robust location estimation with missing data

DOI10.1002/cjs.11163zbMath1273.62054arXiv1004.5418OpenAlexW2962882770MaRDI QIDQ2852556

Mariela Sued, Víctor J. Yohai

Publication date: 9 October 2013

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

Full work available at URL: https://arxiv.org/abs/1004.5418

zbMATH Keywords

medianasymptotic distributionsmissing at randombreakdown pointsL-location functionalM-location functional

Mathematics Subject Classification ID

Asymptotic properties of parametric estimators (62F12) Nonparametric regression and quantile regression (62G08) Asymptotic distribution theory in statistics (62E20) Nonparametric robustness (62G35) Point estimation (62F10) Robustness and adaptive procedures (parametric inference) (62F35)

Related Items

High breakdown point robust estimators with missing data, Estimators for ROC curves with missing biomarkers values and informative covariates, Robust doubly protected estimators for quantiles with missing data, Semi-functional partially linear regression model with responses missing at random, Plug-in marginal estimation under a general regression model with missing responses and covariates, Robust inference for nonlinear regression models, M-estimation with incomplete and dependent multivariate data, Robust location estimators in regression models with covariates and responses missing at random

Uses Software

• robustbase

Cites Work

• Doubly Robust Estimation in Missing Data and Causal Inference Models
• Demystifying double robustness: a comparison of alternative strategies for estimating a population mean from incomplete data
• Comment: Performance of double-robust estimators when ``inverse probability weights are highly variable
• High breakdown-point and high efficiency robust estimates for regression
• Estimating linear functionals in nonlinear regression with responses missing at random
• Robust nonparametric estimation with missing data
• Estimation of the marginal location under a partially linear model with missing responses
• Fast cross-validation of high-breakdown resampling methods for PCA
• Robust bandwidth selection in semiparametric partly linear regression models: Monte Carlo study and influential analysis
• On the optimality of S-estimators
• Robust Linear Model Selection Based on Least Angle Regression
• The Influence Curve and Its Role in Robust Estimation
• Inference and missing data
• A Robust Version of Mallows's C p
• Robust Linear Model Selection by Cross-Validation
• Robust Statistics
• Robust Estimation of a Location Parameter
• Robust Statistics