Robust estimation in partially linear errors-in-variables models

DOI10.1016/j.csda.2016.09.002zbMath1466.62031OpenAlexW2519493128MaRDI QIDQ1658500

Ana M. Bianco, Paula M. Spano

Publication date: 14 August 2018

Published in: Computational Statistics and Data Analysis (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.csda.2016.09.002

zbMATH Keywords

nonparametric regressionrobust estimationkernel weightsFisher-consistency\(m\)-location functionals

Mathematics Subject Classification ID

Computational methods for problems pertaining to statistics (62-08) Nonparametric regression and quantile regression (62G08) Nonparametric estimation (62G05)

Related Items (2)

2nd special issue on robust analysis of complex data ⋮ Plug-in marginal estimation under a general regression model with missing responses and covariates

Cites Work

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• Fast and robust estimation of the multivariate errors in variables model
• Robust regression function estimation
• Robust weighted orthogonal regression in the errors-in-variables model
• Robust estimators in semiparametric partly linear regression models.
• Estimation in a semiparametric partially linear errors-in-variables model
• Robust nonparametric regression estimation for dependent observations
• Asymptotic normality of parametric part in partially linear models with measurement error in the nonparametric part
• Robust inference in generalized partially linear models
• Correcting MM estimates for ``fat data sets
• Estimation in Semiparametric Transition Measurement Error Models for Longitudinal Data
• Empirical Likelihood Confidence Region for Parameters in Semi-linear Errors-in-Variables Models
• Locally Efficient Estimators for Semiparametric Models With Measurement Error
• Robust estimators under semi-parametric partly linear autoregression: Asymptotic behaviour and bandwidth selection
• Partially linear models with missing response variables and error-prone covariates
• Measurement Error
• Robust estimation in the errors-in-variables model
• Strong Uniform Convergence Rates for Some Robust Equivariant Nonparametric Regression Estimates for Mixing Processes
• The Influence Curve and Its Role in Robust Estimation
• Quasi-likelihood Estimation in Semiparametric Models
• EMPIRICAL INFLUENCE FOR ROBUST SMOOTHING
• Estimation in a semiparametric model for longitudinal data with unspecified dependence structure
• A Semi‐parametric Regression Model with Errors in Variables
• Variable Selection for Partially Linear Models With Measurement Errors

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