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Nonparametric Estimation of Regression Functions in the Presence of Irrelevant Regressors

Data up to Jan 2025

Published2007
Citations195
References23

Total Citations Per Year

Abstract

References (23)

Multivariate Density Estimation, Theory, Practice, and Visualbation

1993 • 2,971 citations

Efficient Estimation of Average Treatment Effects Using the Estimated Propensity Score

2003 • 2,234 citations

Smoothing Methods in Statistics

1997 • 1,371 citations

Nonparametric Econometrics: Theory and Practice

2006 • 997 citations

On the Role of the Propensity Score in Efficient Semiparametric Estimation of Average Treatment Effects

1998 • 950 citations

Nonparametric estimation of regression functions with both categorical and continuous data

2003 • 675 citations

Multivariate binary discrimination by the kernel method

1976 • 572 citations

Data-Driven Bandwidth Selection in Local Polynomial Fitting: Variable Bandwidth and Spatial Adaptation

1995 • 562 citations

Cross-Validation and the Estimation of Conditional Probability Densities

2004 • 495 citations

Optimal Bandwidth Selection in Nonparametric Regression Function Estimation

1985 • 432 citations

Consistent Model Specification Tests: Omitted Variables and Semiparametric Functional Forms

1996 • 417 citations

How Far are Automatically Chosen Regression Smoothing Parameters from their Optimum?

1988 • 362 citations

A calibration curve for radiocarbon dates

1975 • 305 citations

Consistent Significance Testing for Nonparametric Regression

1997 • 142 citations

Multivariate Statistical Modelling Based on Generalized Linear Models/Ludwig Fahrmeir,Gerhard Tutz(1994)

1995 • 137 citations

Vague Theory and Model Uncertainty in Macrosociology

1996 • 133 citations

Sequential models in categorical regression

1991 • 114 citations

Regression Smoothing Parameters that are not Far from their Optimum

1992 • 95 citations

NONPARAMETRIC SIGNIFICANCE TESTING

2000 • 90 citations

On nonparametric multivariate binary discrimination

1981 • 71 citations

Nonparametric Selection of Regressors: The Nonnested Case

1996 • 71 citations

On nonparametric discrimination using density differences

1988 • 49 citations

On the Performance of Kernel Estimators for High-Dimensional, Sparse Binary Data

1993 • 19 citations

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