Nonparametric estimation in case of endogenous selection

This paper addresses the problem of estimation of a nonparametric regression function from selectively observed data when selection is endogenous. Our approach relies on independence between covariates and selection conditionally on potential outcomes. Endogeneity of regressors is also allowed for....

Full description

Saved in:
Bibliographic details
Main Author: Breunig, Christoph
Mammen, Enno
Simoni, Anna
Format: Paper
Language: English
Place of publication: Berlin Sonderforschungsbereich Ökonomisches Risiko 2015
Data of publication: 2015
ISSN: 1860-5664
Bibliography: Breunig, Christoph ; Mammen, Enno ; Simoni, Anna (2015) Nonparametric estimation in case of endogenous selection. <https://madoc.bib.uni-mannheim.de/45974> SFB 649 Discussion Paper Berlin 15-050 [Arbeitspapier] <https://primo.bib.uni-mannheim.de/primo-explore/openurl?vid=MAN_UB&institution=MAN&url_ctx_val=&url_ctx_fmt=null&isSerivcesPage=true&sid=madocurl_ver=Z39.88-2004&rft_id=45974&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Adc&rft.title=Nonparametric+estimation+in+case+of+endogenous+selection&rft.auinit=C&rft.aulast=Breunig&rft.auinit=E&rft.aulast=Mammen&rft.auinit=A&rft.aulast=Simoni&rft.subject=330+Wirtschaft&rft.division=10280&rft.publisher=Sonderforschungsbereich+%C3%96konomisches+Risiko&rft.date=2015&rft.publication=SFB+649+Discussion+Paper&rft.volume=15-050&rft.place_of_pub=Berlin&rft.type=Arbeitspapier&rft.relation=https%3A%2F%2Fmadoc.bib.uni-mannheim.de%2F45974%2F&rft.eprint_status=archive&rft.issn=1860-5664>
https://edoc.hu-berlin.de/bitstream/handle/18452/5259/50.pdf?sequence=1&isAllowed=y
10.18452/4607
https://madoc.bib.uni-mannheim.de/45974/
Subjects:
Online Access: available in Bonn?
Database: MADOC Publikationsserver
Database information Databases - DBIS