Estimation for biased partial linear single index models

DOI10.1016/J.CSDA.2019.03.006OpenAlexW2936456684MaRDI QIDQ2002712

Xuehu Zhu, Jun Lu, Lu Lin, Li Xing Zhu

Publication date: 12 July 2019

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

Full work available at URL: https://doi.org/10.1016/j.csda.2019.03.006

zbMATH Keywords

estimation consistencyartificial variable constructionbias-corrected modelpartial linear single index model

Mathematics Subject Classification ID

Computational methods for problems pertaining to statistics (62-08) Nonparametric regression and quantile regression (62G08) Asymptotic properties of nonparametric inference (62G20)

Related Items (2)

Nonlinear regression models with profile nonlinear least squares estimation ⋮ Specification testing of partially linear single-index models: a groupwise dimension reduction-based adaptive-to-model approach

Cites Work

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• Inference for biased transformation models
• On asymptotics of eigenvectors of large sample covariance matrix
• Semi-parametric estimation of partially linear single-index models
• Estimation of a groupwise additive multiple-index model and its applications
• Generalized Partially Linear Single-Index Models
• Penalized Spline Estimation for Partially Linear Single-Index Models
• Sufficient Dimension Reduction via Inverse Regression
• Inference for biased models: a quasi-instrumental variable approach

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