Direct estimation of the index coefficient in a single-index model

From MaRDI portal
Publication:1848874

DOI10.1214/aos/1009210681zbMath1012.62043OpenAlexW4251308316MaRDI QIDQ1848874

Marian Hristache, Vladimir Spokoiny, Anatoli B. Juditsky

Publication date: 14 November 2002

Published in: The Annals of Statistics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1214/aos/1009210681



Related Items

Model averaging estimation for varying-coefficient single-index models, A new minimum contrast approach for inference in single-index models, Projection pursuit multi-index (PPMI) models, Strong uniform consistency rates and asymptotic normality of conditional density estimator in the single functional index modeling for time series data, Estimation for a partial-linear single-index model, Penalized estimation equation for an extended single-index model, Robust and efficient direction identification for groupwise additive multiple-index models and its applications, Single index regression models in the presence of censoring depending on the covariates, Convergence guarantee for the sparse monotone single index model, Strong uniform consistency rates of some characteristics of the conditional distribution estimator in the functional single-index model, Low dimensional semiparametric estimation in a censored regression model, Efficient inferences on the varying-coefficient single-index model with empirical likelihood, Multi-index regression models with missing covariates at random, Zero finite-order serial correlation test in a partially linear single-index model, B spline variable selection for the single index models, A note on the conditional density estimate in the single functional index model, Conditional regression for single-index models, Robust direction identification and variable selection in high dimensional general single-index models, Finite sample behavior of a sieve profile estimator in the single index mode, Penalized least squares for single index models, A new test for heteroscedasticity in single-index models, Rank-based inference for the single-index model, Aggregation of estimators and stochastic optimization, On completely data-driven bandwidth selection for single-index models, A relative error estimation approach for multiplicative single index model, Modèle à indice fonctionnel simple. (Single functional index model), Semi‐parametric Estimation in a Single‐index Model with Endogenous Variables, Non-convex penalized estimation in high-dimensional models with single-index structure, Estimation for the single-index models with random effects, The EFM approach for single-index models, Identification and estimation of nonseparable single-index models in panel data with correlated random effects, Empirical likelihood for single-index varying-coefficient models, Adaptive estimation in the single-index model via oracle approach, Semiparametric estimation for weighted average derivatives with responses missing at random, Empirical likelihood for density-weighted average derivatives, Single-index composite quantile regression, Variable selection in a class of single-index models, M-estimators for single-index model using B-spline, Estimating covariance and precision matrices along subspaces, Estimator of a change point in single index models, New efficient estimation and variable selection in models with single-index structure, A new Bayesian single index model with or without covariates missing at random, An analysis of single-index model with monotonic link function, Successive direction extraction for estimating the central subspace in a multiple-index regres\-sion, Optimal functional parameter in the single functional index model, Spline-based quasi-likelihood estimation of mixed Poisson regression with single-index models, Testing Serial Correlation in Partially Linear Single-Index Errors-in-Variables Models, Slice inverse regression with score functions, Structural adaptation via \(\mathbb L_p\)-norm oracle inequalities, A Gaussian process regression approach to a single-index model, The recovery of ridge functions on the hypercube suffers from the curse of dimensionality, Optimal estimation of slope vector in high-dimensional linear transformation models, Semiparametric estimation of a class of generalized linear models without smoothing, Testing the equality of linear single-index models, Testing single-index restrictions with a focus on average derivatives, On the nonparametric conditional density and mode estimates in the single functional index model with strongly mixing data, A single-index model procedure for interpolation intervals in time series, Beran-based approach for single-index models under censoring, Local Walsh-average-based estimation and variable selection for single-index models, Asymptotic distributions of two ``synthetic data estimators for censored single-index models, Statistical inference for the index parameter in single-index models, Functional Partial Linear Single‐index Model, Generalized Analysis-of-variance-type Test for the Single-index Quantile Model, General rank-based estimation for regression single index models, Empirical likelihood for single-index models, A constructive approach to the estimation of dimension reduction directions, Semiparametric models with single-index nuisance parameters, Universal pointwise selection rule in multivariate function estimation, High-dimensional index volatility models via Stein's identity, Smoothing Spline Estimation for Partially Linear Single-index Models, Single-index modal regression via outer product gradients, Composite quantile regression for single-index models with asymmetric errors, Two step composite quantile regression for single-index models, Inverse probability weighted estimators for single-index models with missing covariates, Single-index regression models with right-censored responses, The Jensen effect and functional single index models: estimating the ecological implications of nonlinear reaction norms, Estimating multi-index models with response-conditional least squares, Efficient estimation in single index models through smoothing splines, ERROR VARIANCE ESTIMATION FOR THE SINGLE-INDEX MODEL, Entropy and sampling numbers of classes of ridge functions, Nonparametric estimation of the link function including variable selection, Statistical inference for a single-index varying-coefficient model, Conditional Density Estimation in the Single Functional Index Model for α-Mixing Functional Data, Composite quantile regression for varying-coefficient single-index models, The conditional cumulative distribution function in single functional index model, Nonparametric estimation of composite functions, A Comparative Study of Semiparametric Estimation in Partially Linear Single-index Models, Empirical-likelihood-based Test for Partially Linear Single-index Models with Error-prone Linear Covariates, An Empirical Process View of Inverse Regression, Cross-validated estimations in the single-functional index model, Direct identification of the linear block in Wiener system, Estimation for a marginal generalized single-index longitudinal model, An Extended Single‐index Model with Missing Response at Random, Single-index modelling of conditional probabilities in two-way contingency tables, Least squares estimation in the monotone single index model, Nonparametric checks for single-index models, On semiparametric \(M\)-estimation in single-index regression, Spline estimation and variable selection for single-index prediction models with diverging number of index parameters, High dimensional single index models, Robust and resource-efficient identification of two hidden layer neural networks, An Adaptive Estimation of Dimension Reduction Space, Sparse Single Index Models for Multivariate Responses, Residual information criterion for single-index model selections, Bayesian single-index quantile regression for ordinal data, On the robust regression for a censored response data in the single functional index model, Pool adjacent violators algorithm–assisted learning with application on estimating optimal individualized treatment regimes, Empirical likelihood and estimation in single-index varying-coefficient models with censored data, Bayesian nonparametric modelling of the link function in the single-index model using a Bernstein–Dirichlet process prior, Semiparametric Efficiency in Convexity Constrained Single-Index Model, Distributed Estimation for Principal Component Analysis: An Enlarged Eigenspace Analysis, Robust inference for high‐dimensional single index models, The \(k\)-nearest neighbors method in single index regression model for functional quasi-associated time series data, Semiparametric single index multi change points model with an application of environmental health study on mortality and temperature, Estimation in monotone single‐index models, High-dimensional estimation with geometric constraints: Table 1., Unnamed Item, Estimation and simulation of conditional hazard function in the quasi-associated framework when the observations are linked via a functional single-index structure, Unnamed Item, Unnamed Item, Efficient estimation for time-dynamic longitudinal single-index model, Asymptotic Properties of the Semi-Parametric Estimators of the Conditional Density for Functional Data in the Single Index Model with Missing Data at Random, OLS for 1D Regression Models, Semiparametric Regression Models with Applications to Scoring: A Review, Unnamed Item, Estimating coefficients of single-index regression models by minimizing variation, ESTIMATING PANEL DATA DURATION MODELS WITH CENSORED DATA, Bayesian Tobit quantile regression with single-index models, Semiparametric estimation of the single-index varying-coefficient model, SMALL BANDWIDTH ASYMPTOTICS FOR DENSITY-WEIGHTED AVERAGE DERIVATIVES, Single functional index quantile regression under general dependence structure, Semiparametric methods in applied econometrics: do the models fit the data?, Unnamed Item, ASYMPTOTIC DISTRIBUTIONS FOR TWO ESTIMATORS OF THE SINGLE-INDEX MODEL, Robust nonparametric derivative estimator, Profile Least Squares Estimators in the Monotone Single Index Model