Robust estimation of generalized partially linear model for longitudinal data with dropouts

DOI10.1007/s10463-015-0519-8zbMath1400.62107OpenAlexW2063650929MaRDI QIDQ314572

Guoyou Qin, Zhong-yi Zhu, Wing-Kam Fung

Publication date: 16 September 2016

Published in: Annals of the Institute of Statistical Mathematics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s10463-015-0519-8

zbMATH Keywords

robustnesspartially linear modelsdropoutsregression splines

Mathematics Subject Classification ID

Nonparametric regression and quantile regression (62G08) Nonparametric robustness (62G35) Generalized linear models (logistic models) (62J12)

Related Items (6)

Semiparametric methods for incomplete longitudinal count data with an application to health and retirement study ⋮ Robust estimation of models for longitudinal data with dropouts and outliers ⋮ Adaptive robust estimation in joint mean–covariance regression model for bivariate longitudinal data ⋮ Doubly robust estimation of partially linear models for longitudinal data with dropouts and measurement error in covariates ⋮ Difference-based M-estimator of generalized semiparametric model with NSD errors ⋮ Generalized partial linear models with nonignorable dropouts

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