Local Influence Analysis for Penalized Gaussian Likelihood Estimators in Partially Linear Models

DOI10.1111/1467-9469.00363zbMath1053.62054OpenAlexW2074107682MaRDI QIDQ4828218

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Publication date: 24 November 2004

Published in: Scandinavian Journal of Statistics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1111/1467-9469.00363

zbMATH Keywords

longitudinal datainfluence matrix

Mathematics Subject Classification ID

Nonparametric regression and quantile regression (62G08) Ridge regression; shrinkage estimators (Lasso) (62J07)

Related Items (13)

Influence measures in nonparametric regression model with symmetric random errors ⋮ Local influence for Student-\(t\) partially linear models ⋮ Local influence analysis for penalized Gaussian likelihood estimation in partially linear single-index models ⋮ Feature screening in ultrahigh-dimensional partially linear models with missing responses at random ⋮ Local influence for elliptical partially varying-coefficient model ⋮ Local influence analysis for semiparametric reproductive dispersion nonlinear models ⋮ Local Influence Under Parameter Constraints ⋮ Perturbation selection and influence measures in local influence analysis ⋮ Derivatives diagnostics and robustness for smoothing splines ⋮ Influence analysis with homogeneous linear restrictions ⋮ Local influence for Liu estimators in semiparametric linear models ⋮ Local influence in ridge semiparametric models ⋮ Influence diagnostics for elliptical semiparametric mixed models

Cites Work

• Local influence in ridge regression
• Bivariate tensor-product \(B\)-splines in a partly linear model
• Assessing local influence in restricted regression models
• Generalized Leverage and its Applications
• Influence Diagnostics and Outlier Tests for Semiparametric Mixed Models
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