Rate optimal estimation with the integration method in the presence of many covariates
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Publication:2567118
DOI10.1016/j.jmva.2004.09.010zbMath1070.62021OpenAlexW2068970412MaRDI QIDQ2567118
Stefan Sperlich, Nicolas W. Hengartner
Publication date: 29 September 2005
Published in: Journal of Multivariate Analysis (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1016/j.jmva.2004.09.010
Nonparametric regression and quantile regression (62G08) Asymptotic properties of nonparametric inference (62G20) Central limit and other weak theorems (60F05)
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Cites Work
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- The existence and asymptotic properties of a backfitting projection algorithm under weak conditions
- Linear smoothers and additive models
- The dimensionality reduction principle for generalized additive models
- Variable bandwidth and local linear regression smoothers
- Fitting a bivariate additive model by local polynomial regression
- Direct estimation of low-dimensional components in additive models.
- Integration and backfitting methods in additive models -- finite sample properties and comparison
- Root-N-Consistent Semiparametric Regression
- Estimation of additive regression models with known links
- Nonparametric Identification of Nonlinear Time Series: Projections
- Miscellanea. Efficient estimation of additive nonparametric regression models
- Nonparametric Estimation of a Generalized Additive Model With an Unknown Link Function
- SEMIPARAMETRIC ESTIMATION OF SEPARABLE MODELS WITH POSSIBLY LIMITED DEPENDENT VARIABLES
- NONPARAMETRIC ESTIMATION AND TESTING OF INTERACTION IN ADDITIVE MODELS
- A kernel method of estimating structured nonparametric regression based on marginal integration
- Estimation of Derivatives for Additive Separable Models
- A Note on Separability in Demand Analysis
- Introduction to a Theory of the Internal Structure of Functional Relationships