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Estimating distributions of treatment effects with an application to the returns to schooling and measurement of the effects of uncertainty on college choice

Carneiro, Pedro; Hansen, Karsten T.; Heckman, James J. - 2003

Persistent link: https://www.econbiz.de/10001743030

Estimating distributions of treatment effects with an application to the returns to schooling and measurement of the effects of uncertainty on college choice

Carneiro, Pedro (contributor); … - 2003 - [Elektronische Ressource]

Persistent link: https://www.econbiz.de/10001752084

Estimating distributions of treatment effects with an application to the returns to schooling and measurement of the effects of uncertainty on college choice

Carneiro, Pedro; Hansen, Karsten T.; Heckman, James J. - 2003 - This draft, January 22, 2003

This paper uses factor models to identify and estimate distributions of counterfactuals. We extend LISREL frameworks to a dynamic treatment effect setting, extending matching to account for unobserved conditioning variables. Using these models, we can identify all pairwise and joint treatment...

Persistent link: https://www.econbiz.de/10011573446

Time-varying linear transformation models with fixed effects and endogeneity for short panels

Botosaru, Irene; Muris, Chris; Sokullu, Senay - 2022

Persistent link: https://www.econbiz.de/10012803621

Dynamic heterogeneous distribution regression panel models, with an application to labor income processes

Fernández-Val, Iván; Gao, Wayne Yuan; Liao, Yuan; … - 2022

We consider estimation of a dynamic distribution regression panel data model with heterogeneous coefficients across … uniformly valid inference on function-valued objects. This avoids coefficient re-estimation and is shown to be consistent for a …

Persistent link: https://www.econbiz.de/10013187158