Partial Effects in Binary Response Models Using a Special Regressor

13 Pages Posted: 20 Feb 2018 Last revised: 9 May 2018

See all articles by Ying-Ying Lee

Ying-Ying Lee

University of California, Irvine - Department of Economics

Hsueh-Hsiang Li

Colorado State University, Fort Collins

Date Written: March 28, 2018

Abstract

This paper estimates the average structural function and partial effects of endogenous regressors in binary response models using a special regressor. We present formal asymptotic theory for the proposed logistic series estimator and estimate migration probabilities within the US.

Keywords: Average Index Function, Average Structural Function, Binary Choice, Endogeneity, Logistic Series, Special Regressor

JEL Classification: C14, C21, C25

Suggested Citation

Lee, Ying-Ying and Li, Hsueh-Hsiang, Partial Effects in Binary Response Models Using a Special Regressor (March 28, 2018). Available at SSRN: https://ssrn.com/abstract=3120875 or http://dx.doi.org/10.2139/ssrn.3120875

Ying-Ying Lee (Contact Author)

University of California, Irvine - Department of Economics ( email )

3151 Social Science Plaza
Irvine, CA 92697-5100
United States

Hsueh-Hsiang Li

Colorado State University, Fort Collins ( email )

Fort Collins, CO 80523-1771
United States

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