A SINGLE-INDEX QUANTILE REGRESSION MODEL AND ITS ESTIMATION
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Publication:2909247
DOI10.1017/S0266466611000788zbMath1419.62090MaRDI QIDQ2909247
Publication date: 30 August 2012
Published in: Econometric Theory (Search for Journal in Brave)
Asymptotic properties of parametric estimators (62F12) Nonparametric regression and quantile regression (62G08) Generalized linear models (logistic models) (62J12) Order statistics; empirical distribution functions (62G30) Statistical methods; economic indices and measures (91B82)
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Cites Work
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Single-index quantile regression
- Nonparametric estimates of regression quantiles and their local Bahadur representation
- Profile likelihood inferences on semiparametric varying-coefficient partially linear models
- On a conjecture of Huber concerning the convergence of projection pursuit regression
- Hedonic housing prices and the demand for clean air
- Semiparametric least squares (SLS) and weighted SLS estimation of single-index models
- On average derivative quantile regression
- A bandwidth selector for local linear density estimators
- Nonparametric estimation of global functionals and a measure of the explanatory power of covariates in regression
- Optimal smoothing in single-index models
- On semiparametric \(M\)-estimation in single-index regression
- Efficient estimation of semiparametric conditional moment models with possibly nonsmooth residuals
- ASYMPTOTIC DISTRIBUTIONS FOR TWO ESTIMATORS OF THE SINGLE-INDEX MODEL
- Autoregressive Conditional Heteroscedasticity with Estimates of the Variance of United Kingdom Inflation
- Regression Quantiles
- MULTIVARIATE LOCAL POLYNOMIAL REGRESSION FOR TIME SERIES:UNIFORM STRONG CONSISTENCY AND RATES
- Penalized Spline Estimation for Partially Linear Single-Index Models
- Bahadur representation and its applications for local polynomial estimates in nonparametric M -regression
- An Adaptive Estimation of Dimension Reduction Space
- Second Order Approximation in the Partially Linear Regression Model
- UNIFORM BAHADUR REPRESENTATION FOR LOCAL POLYNOMIAL ESTIMATES OF M-REGRESSION AND ITS APPLICATION TO THE ADDITIVE MODEL
- An Efficient Semiparametric Estimator for Binary Response Models
- Direction estimation in single-index regressions
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