Efficient estimation for generalized partially linear single-index models

DOI10.3150/16-BEJ873zbMath1419.62067MaRDI QIDQ2405215

Li Wang, Guanqun Cao

Publication date: 21 September 2017

Published in: Bernoulli (Search for Journal in Brave)

Full work available at URL: https://projecteuclid.org/euclid.bj/1505980891

zbMATH Keywords

asymptotic normalitypolynomial splinesquasi-likelihoodgeneralized linear modelsingle-index modelsemi-parametric regression

Mathematics Subject Classification ID

Asymptotic properties of nonparametric inference (62G20) Nonparametric estimation (62G05) Generalized linear models (logistic models) (62J12)

Related Items (5)

Generalized Spatially Varying Coefficient Models ⋮ Uniformly valid inference for partially linear high-dimensional single-index models ⋮ A Novel Estimation Method in Generalized Single Index Models ⋮ Generalized Functional Partially Linear Single-index Models ⋮ Efficient estimation in single index models through smoothing splines

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