Nonparametric estimation in case of endogenous selection
From MaRDI portal
Publication:1652959
DOI10.1016/j.jeconom.2017.11.002zbMath1394.62040OpenAlexW2752035465MaRDI QIDQ1652959
Enno Mammen, Anna Simoni, Christoph Breunig
Publication date: 17 July 2018
Published in: Journal of Econometrics (Search for Journal in Brave)
Full work available at URL: http://sfb649.wiwi.hu-berlin.de/papers/pdf/SFB649DP2015-050.pdf
instrumental variableinverse problemasymptotic normalityconvergence rateregression estimationinverse probability weightingsieve minimum distancebootstrap uniform confidence bandsendogenous selection
Applications of statistics to economics (62P20) Nonparametric regression and quantile regression (62G08) Asymptotic properties of nonparametric inference (62G20) Nonparametric estimation (62G05)
Related Items
Unified approach for regression models with nonmonotone missing at random data, Nonparametric regression with selectively missing covariates
Cites Work
- Unnamed Item
- Estimation of possibly misspecified semiparametric conditional moment restriction models with different conditioning variables
- Endogenous selection or treatment model estimation
- Anti-concentration and honest, adaptive confidence bands
- Some new asymptotic theory for least squares series: pointwise and uniform results
- Uniform confidence bands for functions estimated nonparametrically with instrumental variables
- Asymptotic efficiency in semi-parametric models with censoring
- A practical guide to splines
- Semiparametric estimation of censored selection models with a nonparametric selection mechanism
- Convergence rates and asymptotic normality for series estimators
- Bootstrap and wild bootstrap for high dimensional linear models
- Optimal uniform convergence rates and asymptotic normality for series estimators under weak dependence and weak conditions
- A new instrumental method for dealing with endogenous selection
- Parametric Models for Response-Biased Sampling
- Analysis of multivariate missing data with nonignorable nonresponse
- Intersection Bounds: Estimation and Inference
- Estimation of Nonparametric Conditional Moment Models With Possibly Nonsmooth Generalized Residuals
- ON THE COMPLETENESS CONDITION IN NONPARAMETRIC INSTRUMENTAL PROBLEMS
- ON RATE OPTIMALITY FOR ILL-POSED INVERSE PROBLEMS IN ECONOMETRICS
- Shadow Prices, Market Wages, and Labor Supply
- Inference and missing data
- Sample Selection Bias as a Specification Error
- Nonparametric Estimation of Sample Selection Models
- Partial identification of finite mixtures in econometric models
- Discrete Choice Non-Response
- Sieve Wald and QLR Inferences on Semi/Nonparametric Conditional Moment Models
- Nonparametric Instrumental Regression
- ANOTHER LOOK AT THE IDENTIFICATION AT INFINITY OF SAMPLE SELECTION MODELS
- Semiparametric Pseudo-Likelihoods in Generalized Linear Models With Nonignorable Missing Data
- SEMIPARAMETRIC ESTIMATION OF RANDOM COEFFICIENTS IN STRUCTURAL ECONOMIC MODELS
- Semi-Nonparametric IV Estimation of Shape-Invariant Engel Curves
- Instrumental Variable Treatment of Nonclassical Measurement Error Models
- Instrumental Variable Estimation of Nonparametric Models
- Efficient Estimation of Models with Conditional Moment Restrictions Containing Unknown Functions
- ADAPTIVE ESTIMATION OF FUNCTIONALS IN NONPARAMETRIC INSTRUMENTAL REGRESSION