Nonparametric conditional mean imputation

DOI10.1016/S0378-3758(01)00087-8zbMath0989.62025OpenAlexW2012590660MaRDI QIDQ5955592

Søren Feodor Nielsen

Publication date: 2 July 2002

Published in: Journal of Statistical Planning and Inference (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/s0378-3758(01)00087-8

zbMATH Keywords

imputationmissing dataestimating equationlocal linear regressionmonotone pattern

Mathematics Subject Classification ID

Asymptotic properties of parametric estimators (62F12) Nonparametric regression and quantile regression (62G08) Density estimation (62G07) Asymptotic properties of nonparametric inference (62G20)

Related Items (5)

Nonparametric Mean Estimation with Missing Data ⋮ A comparison of imputation methods for handling missing scores in biometric fusion ⋮ Evaluation of matching noise for imputation techniques based on nonparametric local linear regression estimators ⋮ Data-driven local bandwidth selection for additive models with missing data ⋮ Imputation through finite Gaussian mixture models

Cites Work

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• Weak convergence and empirical processes. With applications to statistics
• Simulation and the Asymptotics of Optimization Estimators
• Monotone missing data and pattern‐mixture models
• Inference with Imputed Conditional Means
• A mean score method for missing and auxiliary covariate data in regression models
• Robust Statistics

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