Instrument validity tests with causal forests
Year of publication: |
2022
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Authors: | Farbmacher, Helmut ; Guber, Raphael ; Klaaßen, Sven |
Published in: |
Journal of business & economic statistics : JBES ; a publication of the American Statistical Association. - Abingdon : Taylor & Francis, ISSN 1537-2707, ZDB-ID 2043744-4. - Vol. 40.2022, 2, p. 605-614
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Subject: | Causal forest | Instrument validity | Local average treatment effect | Specification tests | Treatment effects | Kausalanalyse | Causality analysis | IV-Schätzung | Instrumental variables | Statistischer Test | Statistical test | Forstwirtschaft | Forestry | Forstpolitik | Forest policy | Schätztheorie | Estimation theory |
Description of contents: | Description [tandfonline.com] |
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Instrument validity tests with causal forests
Farbmacher, Helmut, (2020)
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A note on testing instrument validity for the identification of LATE
Laffers, Lukas, (2017)
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A bootstrap test for instrument validity in heterogeneous treatment effect models
Kitagawa, Toru, (2013)
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Instrument Validity Tests with Causal Forests
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