Efficient estimation in heteroscedastic single-index models
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Publication:5012347
DOI10.1080/10485252.2021.1931689zbMath1472.62052OpenAlexW3165468774MaRDI QIDQ5012347
Honghong Zhao, Yan-Yong Zhao, Jianquan Li, Hong-Xia Wang, Xue-Ping Chen
Publication date: 1 September 2021
Published in: Journal of Nonparametric Statistics (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1080/10485252.2021.1931689
Nonparametric regression and quantile regression (62G08) Nonparametric hypothesis testing (62G10) Nonparametric estimation (62G05)
Cites Work
- Unnamed Item
- A constructive approach to the estimation of dimension reduction directions
- Direction estimation in single-index models via distance covariance
- The EFM approach for single-index models
- Slicing regression: A link-free regression method
- Semiparametric least squares (SLS) and weighted SLS estimation of single-index models
- Dimension reduction for conditional mean in regression
- Heteroscedasticity checks for single index models
- Optimal smoothing in single-index models
- Simultaneous confidence band for single-index random effects models with longitudinal data
- Empirical likelihood for single-index models
- Statistical Inference for Single-index Panel Data Models
- Empirical Likelihood Confidence Regions in a Partially Linear Single-Index Model
- ASYMPTOTIC DISTRIBUTIONS FOR TWO ESTIMATORS OF THE SINGLE-INDEX MODEL
- Sufficient dimension reduction through discretization-expectation estimation
- Consistent Estimation of Scaled Coefficients
- Weak and strong uniform consistency of kernel regression estimates
- Sliced Inverse Regression for Dimension Reduction
- Direct Semiparametric Estimation of Single-Index Models with Discrete Covariates
- An Adaptive Estimation of Dimension Reduction Space
- Semiparametric Estimation of Index Coefficients
- A Review on Dimension Reduction
- Doubly Robust and Efficient Estimators for Heteroscedastic Partially Linear Single-Index Models Allowing high Dimensional Covariates
- Simultaneous confidence bands and hypothesis testing for single-index models
- Identifiability of single-index models and additive-index models
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