On robust linear regression with incomplete data

DOI10.1016/S0167-9473(99)00061-4zbMath0990.62058OpenAlexW2135273217MaRDI QIDQ1575398

Tsung-Chi Cheng, Anthony C. Atkinson

Publication date: 21 August 2000

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

Full work available at URL: https://doi.org/10.1016/s0167-9473(99)00061-4

zbMATH Keywords

EM algorithmmultiple imputationleast trimmed squaresregression diagnosticsmissing valuesforward search algorithmhigh breakdown pointsstalactite plot

Mathematics Subject Classification ID

Diagnostics, and linear inference and regression (62J20)

Cites Work

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• The feasible solution algorithm for least trimmed squares regression
• Missing data imputation using the multivariate \(t\) distribution
• Assessing Influence in Multiple Linear Regression with Incomplete Data
• Multiple Imputation After 18+ Years
• Multiple Imputation in Mixture Models for Nonignorable Nonresponse With Follow-ups
• Least Median of Squares Regression
• Characterizations of an Empirical Influence Function for Detecting Influential Cases in Regression
• Inference and missing data
• Fast Very Robust Methods for the Detection of Multiple Outliers
• Multiple Imputation for Interval Estimation From Simple Random Samples With Ignorable Nonresponse

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