A partially linear single‐index transformation model and its nonparametric estimation
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Publication:5247417
DOI10.1002/cjs.11239zbMath1310.62042OpenAlexW2095475706MaRDI QIDQ5247417
Xiaobo Ding, Qi Hua Wang, Xiao-Hua Andrew Zhou
Publication date: 24 April 2015
Published in: Canadian Journal of Statistics (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1002/cjs.11239
basis functionlocal linear regressioncross validationminimum average variance estimationlinear inequality restriction
Linear regression; mixed models (62J05) Applications of statistics to biology and medical sciences; meta analysis (62P10) Nonparametric estimation (62G05)
Related Items (5)
Estimation of the error distribution function for partial linear single-index models ⋮ Partially linear estimation using sufficient dimension reduction ⋮ Partial linear single-index models with additive distortion measurement errors ⋮ Estimation and hypothesis test for single-index multiplicative models ⋮ Robust estimation for partial linear single-index models
Cites Work
- Unnamed Item
- Sliced Regression for Dimension Reduction
- Non-parametric analysis of a generalized regression model. The maximum rank correlation estimator
- Nonparametric \(n^{-1/2}\)-consistent estimation for the general transformation models
- Asymptotics of graphical projection pursuit
- Semi-parametric estimation of partially linear single-index models
- An integrated maximum score estimator for a generalized censored quantile regression model
- SEMIPARAMETRIC ESTIMATION OF PARTIALLY LINEAR TRANSFORMATION MODELS UNDER CONDITIONAL QUANTILE RESTRICTION
- Smearing Estimate: A Nonparametric Retransformation Method
- Efficient Instrumental Variables Estimation of Nonlinear Models
- Empirical Likelihood Confidence Regions in a Partially Linear Single-Index Model
- On Directional Regression for Dimension Reduction
- Estimating Optimal Transformations for Multiple Regression and Correlation
- An Analysis of Transformations Revisited
- Sliced Inverse Regression for Dimension Reduction
- Generalized Partially Linear Single-Index Models
- An Adaptive Estimation of Dimension Reduction Space
- Semiparametric Estimation of a Regression Model with an Unknown Transformation of the Dependent Variable
- On extended partially linear single-index models
- Dimension Reduction and Semiparametric Estimation of Survival Models
- On Estimation of Partially Linear Transformation Models
- Rank Estimation of Transformation Models
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