An analysis of single-index model with monotonic link function

DOI10.1007/S11766-008-0115-2zbMath1150.62026OpenAlexW2351909699MaRDI QIDQ933055

Zhou Yu, Xiangrong Liu, Li-ping Zhu, Xiao Yan Yang

Publication date: 6 August 2008

Published in: Applied Mathematics. Series B (English Edition) (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s11766-008-0115-2

zbMATH Keywords

monotonicitydimension reduction\(I\)-splinegraphic regression

Mathematics Subject Classification ID

Nonparametric inference (62G99) Graphical methods in statistics (62A09)

Cites Work

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• A characterization of spherical distributions
• Slicing regression: A link-free regression method
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• Semiparametric least squares (SLS) and weighted SLS estimation of single-index models
• Regression analysis under link violation
• Direct estimation of the index coefficient in a single-index model
• Optimal smoothing in single-index models
• Investigating Smooth Multiple Regression by the Method of Average Derivatives
• Transforming a response variable for linearity
• Modified AIC and Cp in multivariate linear regression

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