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Counterfactual : an R package for counterfactual analysis
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Chen, Mingli, Chernozhukov, Victor, Fernández-Val, Iván and Melly, Blaise (2017) Counterfactual : an R package for counterfactual analysis. The R Journal, 9 (1). pp. 370-384.
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Official URL: https://journal.r-project.org/archive/2017/RJ-2017...
Abstract
The Counterfactual package implements the estimation and inference methods of Cher nozhukov et al. (2013) for counterfactual analysis. The counterfactual distributions considered are the result of changing either the marginal distribution of covariates related to the outcome variable of interest, or the conditional distribution of the outcome given the covariates. They can be applied to estimate quantile treatment effects and wage decompositions. This paper serves as an introduction to the package and displays basic functionality of the commands contained within.
| Item Type: | Journal Article | ||||||
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| Subjects: | B Philosophy. Psychology. Religion > BC Logic Q Science > QA Mathematics > QA76 Electronic computers. Computer science. Computer software |
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| Divisions: | Faculty of Social Sciences > Economics | ||||||
| Library of Congress Subject Headings (LCSH): | Counterfactuals (Logic) -- Software, R (Computer program language) | ||||||
| Journal or Publication Title: | The R Journal | ||||||
| Publisher: | Technische Universitaet Wien * Institut fuer Statistik und Wahrscheinlichkeitstheorie | ||||||
| Official Date: | 8 June 2017 | ||||||
| Dates: |
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| Volume: | 9 | ||||||
| Number: | 1 | ||||||
| Page Range: | pp. 370-384 | ||||||
| Status: | Peer Reviewed | ||||||
| Publication Status: | Published | ||||||
| Access rights to Published version: | Open Access (Creative Commons) | ||||||
| Date of first compliant deposit: | 24 January 2018 | ||||||
| Date of first compliant Open Access: | 24 January 2018 |
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