Bounds on Average and Quantile Treatment Effects on Duration Outcomes under Censoring, Selection, and Noncompliance
We consider the problem of assessing the effects of a treatment on duration outcomes using data from a randomized evaluation with noncompliance. For such settings, we derive nonparametric sharp bounds for average and quantile treatment effects addressing three pervasive problems simultaneously: self-selection into the spell of interest, endogenous censoring of the duration outcome, and noncompliance with the assigned treatment. Ignoring any of these issues could yield biased estimates of the effects. Notably, the proposed bounds do not impose the independent censoring assumption
Year of publication: |
2018
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Authors: | Blanco, German ; Chen, Xuan ; Flores, Carlos A. ; Flores-Lagunes, Alfonso |
Publisher: |
Maastricht : Global Labor Organization (GLO) |
Subject: | Duration Outcomes | Principal Stratification | Partial Identification | Independent Censoring |
Saved in:
freely available
Series: | GLO Discussion Paper ; 288 |
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Type of publication: | Book / Working Paper |
Type of publication (narrower categories): | Working Paper |
Language: | English |
Other identifiers: | 1690231432 [GVK] hdl:10419/188930 [Handle] RePEc:zbw:glodps:288 [RePEc] |
Classification: | J0 - Labor and Demographic Economics. General ; J2 - Time Allocation; Work Behavior; Employment Determination and Creation ; J3 - Wages, Compensation, and Labor Costs |
Source: |
Persistent link: https://www.econbiz.de/10011940816