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Missing at random (MAR) in nonparametric regression -- a simulation experiment

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Publication:1767004
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DOI10.1007/s10260-003-0054-2zbMath1145.62324OpenAlexW1709860064WikidataQ126569428 ScholiaQ126569428MaRDI QIDQ1767004

Thomas Nittner

Publication date: 3 March 2005

Published in: Statistical Methods and Applications (Search for Journal in Brave)

Full work available at URL: https://epub.ub.uni-muenchen.de/1662/


zbMATH Keywords

additive modelsmissing at randomnearest neighbor imputationsimulation experimentsample mean squared error


Mathematics Subject Classification ID

Nonparametric regression and quantile regression (62G08)


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Missing responses at random in functional single index model for time series data ⋮ Semi-functional partially linear regression model with responses missing at random ⋮ Single Functional Index Model under Responses MAR and Dependent Observations ⋮ Asymptotic Properties of the Semi-Parametric Estimators of the Conditional Density for Functional Data in the Single Index Model with Missing Data at Random ⋮ The additive model affected by missing completely at random in the covariate ⋮ Nonparametric regression with responses missing at random ⋮ Nonparametric regression estimation for functional stationary ergodic data with missing at random



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