Arbeitspapier
Identifying effects of multivalued treatments
Multivalued treatment models have typically been studied under restrictive assumptions: ordered choice, and more recently unordered monotonicity. We show how treatment effects can be identified in a more general class of models that allows for multidimensional unobserved heterogeneity. Our results rely on two main assumptions: treatment assignment must be a measurable function of threshold-crossing rules, and enough continuous instruments must be available. We illustrate our approach for several classes of models.
- Language
-
Englisch
- Bibliographic citation
-
Series: cemmap working paper ; No. CWP34/18
- Classification
-
Wirtschaft
- Subject
-
Identification
selection
multivalued treatments
instruments
monotonicity
multidimensional unobserved heterogeneity
- Event
-
Geistige Schöpfung
- (who)
-
Lee, Sokbae
Salanié, Bernard
- Event
-
Veröffentlichung
- (who)
-
Centre for Microdata Methods and Practice (cemmap)
- (where)
-
London
- (when)
-
2018
- DOI
-
doi:10.1920/wp.cem.2018.3418
- Handle
- Last update
-
10.03.2025, 11:42 AM CET
Data provider
This object is provided by:
ZBW - Deutsche Zentralbibliothek für Wirtschaftswissenschaften - Leibniz-Informationszentrum Wirtschaft. If you have any questions about the object, please contact the data provider.
ZBW - Deutsche Zentralbibliothek für Wirtschaftswissenschaften - Leibniz-Informationszentrum Wirtschaft. If you have any questions about the object, please contact the data provider.
Object type
- Arbeitspapier
Associated
- Lee, Sokbae
- Salanié, Bernard
- Centre for Microdata Methods and Practice (cemmap)
Time of origin
- 2018
Other Objects (12)
The quantile identifying effects of multivalued treatments
Doubly robust estimation of causal effects with multivalued treatments
Semi-parametric estimation of multi-valued treatment effects for the treated: Estimating equations and sandwich estimators
Identifying asymmetric effects of labor market reforms
Identifying macroeconomic effects of refugee migration to Germany
On the Role of Counterfactuals in Inferring Causal Effects of Treatments
Fertility Effects on Female Labor Supply: IV Evidence from IVF Treatments
Identifying Marginal Treatment Effects in the Presence of Sample Selection
Identifying the Effects of Place-based Policies – Causal Evidence from Germany
Identifying the Effects of Place-Based Policies - Causal Evidence from Germany
Foreign Investment and Domestic Productivity: Identifying Knowledge Spillovers and Competition Effects
Identifying treatment effects of active labour market programmes for Norwegian adults
The quantile identifying effects of multivalued treatments
Doubly robust estimation of causal effects with multivalued treatments
Semi-parametric estimation of multi-valued treatment effects for the treated: Estimating equations and sandwich estimators
Identifying asymmetric effects of labor market reforms
Identifying macroeconomic effects of refugee migration to Germany
On the Role of Counterfactuals in Inferring Causal Effects of Treatments
Fertility Effects on Female Labor Supply: IV Evidence from IVF Treatments
Identifying Marginal Treatment Effects in the Presence of Sample Selection
Identifying the Effects of Place-based Policies – Causal Evidence from Germany
Identifying the Effects of Place-Based Policies - Causal Evidence from Germany
Foreign Investment and Domestic Productivity: Identifying Knowledge Spillovers and Competition Effects
Identifying treatment effects of active labour market programmes for Norwegian adults
The quantile identifying effects of multivalued treatments
Doubly robust estimation of causal effects with multivalued treatments
Semi-parametric estimation of multi-valued treatment effects for the treated: Estimating equations and sandwich estimators
Identifying asymmetric effects of labor market reforms
Identifying macroeconomic effects of refugee migration to Germany
On the Role of Counterfactuals in Inferring Causal Effects of Treatments
Fertility Effects on Female Labor Supply: IV Evidence from IVF Treatments
Identifying Marginal Treatment Effects in the Presence of Sample Selection
Identifying the Effects of Place-based Policies – Causal Evidence from Germany
Identifying the Effects of Place-Based Policies - Causal Evidence from Germany
Foreign Investment and Domestic Productivity: Identifying Knowledge Spillovers and Competition Effects