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Can I read Nonparametric IV estimation of local average treatment effects with covariates on EtoBox?
Nonparametric IV estimation of local average treatment effects with covariates by Markus Frölich is a Economics, Econometrics and Finance article available to read on EtoBox.
What is Nonparametric IV estimation of local average treatment effects with covariates about?
In this paper nonparametric instrumental variable estimation of local average treatment effects (LATE) is extended to incorporate covariates. Estimation of LATE is appealing since identification relies on much weaker assumptions than the identification of average treatment effects in other nonparametric instrumental variable models. Including covariates in the estimation of LATE is necessary when the instrumental variable itself is confounded, such that the IV assumptions are valid only conditional on covariates. Previous approaches to handle covariates in the estimation of LATE relied on parametric or semiparametric methods. In this paper, a nonparametric estimator for the estimation of LATE with covariates is suggested that is root-n asymptotically normal and efficient.
Who reads Nonparametric IV estimation of local average treatment effects with covariates?
It is typically read by researchers, students, and practitioners in Economics, Econometrics and Finance.
- Author
- Markus Frölich
- Publisher
- Elsevier Science; Elsevier ; Elsevier BV (ISSN 0304-4076)
- Published
- 2007
- Language
- EN
- Field
- Economics, Econometrics and Finance (Social Sciences)