Local instrumental variables and latent variable models for identifying and bounding treatment effects

被引：261

作者：

Heckman, JJ ^{[1
]}

Vytlacil, EJ ^{[1
]}

机构：

[1] Univ Chicago, Dept Econ, Chicago, IL 60637 USA

来源：

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA | 1999年 / 96卷 / 08期

关键词：

D O I：

10.1073/pnas.96.8.4730

中图分类号：

O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];

学科分类号：

07 ; 0710 ; 09 ;

摘要：

This paper examines the relationship between various treatment parameters within a latent variable model when the effects of treatment depend on the recipient's observed and unobserved characteristics. We show how this relationship can be used to identify the treatment parameters when they are identified and to bound the parameters when they are not identified.

引用

页码：4730 / 4734

页数：5

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