Arbeitspapier

Estimating Selection Models without Instrument with Stata

This article presents the eqregsel command for implementing the estimation and bootstrap inference of sample selection models via extremal quantile regression. The command estimates a semiparametric sample selection model without instrument or large support regressor, and outputs the point estimates of the homogenous linear coefficients, their bootstrap standard errors, as well as the p-value for a specification test.

Language
Englisch

Bibliographic citation
Series: IZA Discussion Papers ; No. 12486

Classification
Wirtschaft
Single Equation Models; Single Variables: Cross-Sectional Models; Spatial Models; Treatment Effect Models; Quantile Regressions
Single Equation Models; Single Variables: Truncated and Censored Models; Switching Regression Models; Threshold Regression Models
Econometric Software
Wage Level and Structure; Wage Differentials
Subject
extremal quantile regressions
sample selection models
eqregsel

Event
Geistige Schöpfung
(who)
D'Haultfœuille, Xavier
Maurel, Arnaud
Qiu, Xiaoyun
Zhang, Yichong
Event
Veröffentlichung
(who)
Institute of Labor Economics (IZA)
(where)
Bonn
(when)
2019

Handle
Last update
20.09.2024, 8:24 AM CEST

Data provider

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Object type

  • Arbeitspapier

Associated

  • D'Haultfœuille, Xavier
  • Maurel, Arnaud
  • Qiu, Xiaoyun
  • Zhang, Yichong
  • Institute of Labor Economics (IZA)

Time of origin

  • 2019

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