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Uniform confidence bands for nonparametric errors-in-variables regression (Q2280584)

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Language	Label	Description	Also known as
English	Uniform confidence bands for nonparametric errors-in-variables regression	scientific article

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scholarly article

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Uniform confidence bands for nonparametric errors-in-variables regression (English)

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Journal of Econometrics

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publication date

19 December 2019

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full work available at URL

https://arxiv.org/abs/1702.03377

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zbMATH Keywords

confidence band

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deconvolution

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errors-in-variables regression

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multiplier bootstrap

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MaRDI profile type

MaRDI publication profile

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Inference on distribution functions under measurement error

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A Simple Adjustment for Bandwidth Snooping

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HONEST CONFIDENCE SETS IN NONPARAMETRIC IV REGRESSION AND OTHER ILL-POSED MODELS

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On some global measures of the deviations of density function estimates

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Confidence bands for inverse regression models

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Non-Parametric Confidence Bands in Deconvolution Density Estimation

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Statistical inference for inverse problems

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Semi-Nonparametric IV Estimation of Shape-Invariant Engel Curves

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Generalized Non-Parametric Deconvolution with an Application to Earnings Dynamics

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On the Effect of Bias Estimation on Coverage Accuracy in Nonparametric Inference

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Optimal Rates of Convergence for Deconvolving a Density

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Nonparametric regression in the presence of measurement error

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Measurement Error in Nonlinear Models

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Nonparametric statistical inverse problems

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Optimal sup-norm rates and uniform inference on nonlinear functionals of nonparametric IV regression

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Measurement Error Models with Auxiliary Data

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ON RATE OPTIMALITY FOR ILL-POSED INVERSE PROBLEMS IN ECONOMETRICS

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Polynomial Regression With Errors in the Variables

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Gaussian approximation of suprema of empirical processes

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Anti-concentration and honest, adaptive confidence bands

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Comparison and anti-concentration bounds for maxima of Gaussian random vectors

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Empirical and multiplier bootstraps for suprema of empirical processes of increasing complexity, and related Gaussian couplings

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Density deconvolution from repeated measurements without symmetry assumption on the errors

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Data-Driven Density Estimation in the Presence of Additive Noise with unknown Distribution

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A Design-Adaptive Local Polynomial Estimator for the Errors-in-Variables Problem

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Using SIMEX for Smoothing-Parameter Choice in Errors-in-Variables Problems

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Methodology for Non-Parametric Deconvolution When the Error Distribution is Unknown

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Confidence Bands in Non-Parametric Errors-In-Variables Regression

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On deconvolution with repeated measurements

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Nonparametric Regression Estimation in the Heteroscedastic Errors-in-Variables Problem

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Real Analysis and Probability

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Density Estimation for the Case of Supersmooth Measurement Error

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Weak convergence of the supremum distance for supersmooth kernel deconvolution

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Asymptotic Normality of Kernel-Type Deconvolution Estimators

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Confidence Bands in Nonparametric Regression

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On the optimal rates of convergence for nonparametric deconvolution problems

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Multivariate regression estimation with errors-in-variables: Asymptotic normality for mixing processes

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Nonparametric regression with errors in variables

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Mathematical Foundations of Infinite-Dimensional Statistical Models

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On convergence rates of suprema

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Nonparametric methods for inference in the presence of instrumental variables

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A simple bootstrap method for constructing nonparametric confidence bands for functions

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Testing the suitability of polynomial models in errors-in-variables problems

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Identification and estimation of polynomial errors-in-variables models

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Semiparametric and nonparametric methods in econometrics

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Applied Nonparametric Instrumental Variables Estimation

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Uniform confidence bands for functions estimated nonparametrically with instrumental variables

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Semiparametric Estimation of Regression Models for Panel Data

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On Deconvolution as a First Stage Nonparametric Estimator

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Closed-form estimation of nonparametric models with non-classical measurement errors

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Deconvolution with unknown error distribution

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Uniform confidence bands in deconvolution with unknown error distribution

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An approximation of partial sums of independent RV'-s, and the sample DF. I

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On characterizing the gamma and the normal distribution

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Robust and consistent estimation of nonlinear errors-in-variables models

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Nonparametric estimation of the measurement error model using multiple indicators.

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Global uniform risk bounds for wavelet deconvolution estimators

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Nonparametric regression with infinite order flat-top kernels

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Deconvolution problems in nonparametric statistics

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On the effect of estimating the error density in nonparametric deconvolution

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Simultaneous bootstrap confidence bands in nonparametric regression

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Nonparametric estimation for Lévy processes from low-frequency observations

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Instrumental Variable Estimation of Nonparametric Models

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SPECIFICATION TESTING FOR ERRORS-IN-VARIABLES MODELS

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Confidence bands for multivariate and time dependent inverse regression models

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Local invariance principles and their application to density estimation

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Root-N-Consistent Semiparametric Regression

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NONPARAMETRIC REGRESSION IN THE PRESENCE OF MEASUREMENT ERROR

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Convolution without independence

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Nonparametric Identification and Semiparametric Estimation of Classical Measurement Error Models Without Side Information

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Local indirect least squares and average marginal effects in nonseparable structural systems

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Multiscale methods for shape constraints in deconvolution: confidence statements for qualitative features

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Model checking in errors-in-variables regression

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Deconvolving kernel density estimators

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Weak convergence and empirical processes. With applications to statistics

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All of Nonparametric Statistics

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Bias-corrected Confidence Bands in Nonparametric Regression

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Identifiers

zbMATH Open document ID

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10.1016/j.jeconom.2019.05.021

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Mathematics Subject Classification ID

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zbMATH DE Number

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Sitelinks

Mathematics(1 entry)

mardi Publication:2280584

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