Exponential-Bound Property of Estimators and Variable Selection in Generalized Additive Models
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Publication:3593533
DOI10.1080/03610920601076875zbMath1315.62035OpenAlexW2037257438MaRDI QIDQ3593533
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Publication date: 23 July 2007
Published in: Communications in Statistics - Theory and Methods (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1080/03610920601076875
Nonparametric regression and quantile regression (62G08) Asymptotic properties of nonparametric inference (62G20) Nonparametric statistical resampling methods (62G09)
Related Items (2)
Schwarz Method for Penalized Quasi-Likelihood in Generalized Additive Models ⋮ Assessing additivity in nonparametric models -A kernel-based method
Cites Work
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- Linear smoothers and additive models
- The equivalence of weak, strong, and complete convergence in \(L_ 1\) for kernel density estimates
- The dimensionality reduction principle for generalized additive models
- Additive regression and other nonparametric models
- Exponential bounds of mean error for the nearest neighbor estimates of regression functions
- Exponential bounds of mean error for the kernel estimate of regression functions
- An equivalence theorem for \(L_ 1\) convergence of the kernel regression estimate
- On the strong universal consistency of nearest neighbor regression function estimates
- Direct estimation of low-dimensional components in additive models.
- Jackknife, bootstrap and other resampling methods in regression analysis
- Estimation of additive regression models with known links
- Search for significant variables in nonparametric additive regression
- Additive nonparametric regression on principal components
- Nonparametric Identification of Nonlinear Time Series: Projections
- Variable Selection and Function Estimation in Additive Nonparametric Regression Using a Data-Based Prior
- A kernel method of estimating structured nonparametric regression based on marginal integration
- Nonparametric Autoregression with Multiplicative Volatility and Additive mean
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