Nonparametric instrumental variable methods for dynamic treatment evaluation
We develop an instrumental variable approach for identification of dynamic treatment effects on survival outcomes in the presence of dynamic selection, noncompliance, and right-censoring. The approach is nonparametric and does not require independence of observed and unobserved characteristics or se...
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| Main Authors: | , , |
|---|---|
| Format: | Article (Journal) |
| Language: | English |
| Published: |
May 01 2020
|
| In: |
The review of economics and statistics
Year: 2020, Volume: 102, Issue: 2, Pages: 355-367 |
| ISSN: | 1530-9142 |
| DOI: | 10.1162/rest_a_00843 |
| Subjects: | |
| Online Access: | Verlag, lizenzpflichtig, Volltext: https://doi.org/10.1162/rest_a_00843 Verlag, lizenzpflichtig, Volltext: https://direct.mit.edu/rest/article/102/2/355/96755/Nonparametric-Instrumental-Variable-Methods-for |
| Author Notes: | Gerard J. van den Berg, Petyo Bonev, and Enno Mammen |
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Nonparametric instrumental variable methods for dynamic treatment evaluation
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