Arbeitspapier
Unordered Monotonicity
This paper presents a new monotonicity condition for unordered discrete choice models with multiple treatments. Unlike a less general version of monotonicity in binary and ordered choice models, monotonicity in unordered discrete choice models along with other standard assumptions does not necessarily identify causal effects defined by variation in instruments, although in some cases it does. Our condition implies and is implied by additive separability of the choice equations in terms of observables and unobservables. These results follow from properties of binary matrices developed in this paper. We investigate conditions under which Unordered Monotonicity arises as a consequence of choice behavior. We represent IV estimators of counterfactuals as solutions to discrete mixture problems.
- Sprache
-
Englisch
- Erschienen in
-
Series: IZA Discussion Papers ; No. 10821
Analysis of Education
Field Experiments
Economics of Minorities, Races, Indigenous Peoples, and Immigrants; Non-labor Discrimination
selection bias
instrumental variables
monotonicity
revealed preference
Generalized Roy Model
binary matrices
discrete choice
discrete mixtures
Pinto, Rodrigo
- Handle
- Letzte Aktualisierung
-
20.09.2024, 08:21 MESZ
Datenpartner
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Objekttyp
- Arbeitspapier
Beteiligte
- Heckman, James J.
- Pinto, Rodrigo
- Institute of Labor Economics (IZA)
Entstanden
- 2017
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