Estimating Selection Models without Instrument with Stata
Arnaud Maurel (),
Xiaoyun Qiu and
No 25823, NBER Working Papers from National Bureau of Economic Research, Inc
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.
JEL-codes: C21 C24 C87 J31 (search for similar items in EconPapers)
New Economics Papers: this item is included in nep-ore
Note: LS TWP
References: View references in EconPapers View complete reference list from CitEc
Citations: View citations in EconPapers (1) Track citations by RSS feed
Published as Xavier D’Haultfœuille & Arnaud Maurel & Xiaoyun Qiu & Yichong Zhang, 2020. "Estimating selection models without an instrument with Stata," The Stata Journal: Promoting communications on statistics and Stata, vol 20(2), pages 297-308.
Downloads: (external link)
Access to the full text is generally limited to series subscribers, however if the top level domain of the client browser is in a developing country or transition economy free access is provided. More information about subscriptions and free access is available at http://www.nber.org/wwphelp.html. Free access is also available to older working papers.
Journal Article: Estimating selection models without an instrument with Stata (2020)
Working Paper: Estimating Selection Models without Instrument with Stata (2019)
This item may be available elsewhere in EconPapers: Search for items with the same title.
Export reference: BibTeX
RIS (EndNote, ProCite, RefMan)
Persistent link: https://EconPapers.repec.org/RePEc:nbr:nberwo:25823
Ordering information: This working paper can be ordered from
The price is Paper copy available by mail.
Access Statistics for this paper
More papers in NBER Working Papers from National Bureau of Economic Research, Inc National Bureau of Economic Research, 1050 Massachusetts Avenue Cambridge, MA 02138, U.S.A.. Contact information at EDIRC.
Bibliographic data for series maintained by ().