Kernel weighted influence measures

DOI10.1016/j.csda.2004.02.010zbMath1429.62536OpenAlexW2054186083WikidataQ56880835 ScholiaQ56880835MaRDI QIDQ957128

Marc Aerts, Geert Verbeke, Geert Molenberghs, Herbert Thijs, Niel Hens

Publication date: 26 November 2008

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

Full work available at URL: http://hdl.handle.net/1942/2055

zbMATH Keywords

sensitivity analysislocal influencemissing dataweighted likelihoodkernel weightsglobal influence

Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10) Missing data (62D10)

Related Items (4)

Bayesian sensitivity analysis of a nonlinear dynamic factor analysis model with nonparametric prior and possible nonignorable missingness ⋮ An index of local sensitivity to non-ignorability for parametric survival models with potential non-random missing covariate: an application to the SEER cancer registry data ⋮ A Sensitivity Analysis for Shared-Parameter Models for Incomplete Longitudinal Outcomes ⋮ Local Influence for Generalized Linear Models with Missing Covariates

Uses Software

• KernSmooth

Cites Work

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• Sensitivity Analysis for Nonrandom Dropout: A Local Influence Approach
• Local Influence in Linear Mixed Models
• Informative Drop-Out in Longitudinal Data Analysis
• Linear mixed models for longitudinal data
• Influence analysis to assess sensitivity of the dropout process.

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