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A simple test for the ignorability of non-compliance in experiments

Kurzfassung This papers proposes a simple method for testing whether non-compliance in experiments is ignorable, i.e., not jointly related to the treatment and the outcome. The approach consists of (i) regressing the outcome variable on a constant, the treatment, the assignment indicator, and the treatment/assignment interaction and (ii) testing whether the coefficients on the latter two variables are jointly equal to zero. A brief simulation study illustrates the finite sample properties of the test.
   
Typ Artikel (wissenschaftliche Zeitschrift)
   
Schlagw├Ârter (Tags) experiment, treatment effects, non-compliance, endogeneity, test.
   
Sprache Englisch
Art des Artikels Journal Artikel
Erscheinungsdatum 9-2013
Zeitschrift Economics Letters
Verlag Elsevier (Amsterdam)
ISSN 0165-1765
ISSN (online) 1873-7374
DOI 10.1016/j.econlet.2013.05.018
Jahrgang bzw. Volume 120
Nummer bzw. Issue 3
Seite(n) 389-391
Review Double-Blind Review
   
Profilbereich SEPS - Quantitative volkswirtschaftliche Methoden
Zitation Huber, Martin: A simple test for the ignorability of non-compliance in experiments. In: Economics Letters 120 (2013), Nr. 3, S. 389-391, DOI:10.1016/j.econlet.2013.05.018.