| 来源类型 | Working Paper |
| 规范类型 | 报告 |
| DOI | 10.3386/w7950 |
| 来源ID | Working Paper 7950 |
| Simple Estimators for Treatment Parameters in a Latent Variable Framework with an Application to Estimating the Returns to Schooling | |
| James J. Heckman; Justin L. Tobias; Edward Vytlacil | |
| 发表日期 | 2000-10-01 |
| 出版年 | 2000 |
| 语种 | 英语 |
| 摘要 | This paper derives simply computed closed-form expressions for the Average Treatment Effect (ATE), the effect of Treatment on the Treated (TT), Local Average Treatment Effect (LATE) and Marginal Treatment Effect (MTE) in a latent variable framework for both normal and non-normal models. The techniques presented in the paper are applied to estimating a variety of treatment parameters capturing the returns to a college education for various populations using data from the National Longitudinal Survey of Youth (NLSY). |
| 主题 | Econometrics ; Estimation Methods |
| URL | https://www.nber.org/papers/w7950 |
| 来源智库 | National Bureau of Economic Research (United States) |
| 引用统计 | |
| 资源类型 | 智库出版物 |
| 条目标识符 | http://119.78.100.153/handle/2XGU8XDN/565536 |
| 推荐引用方式 GB/T 7714 | James J. Heckman,Justin L. Tobias,Edward Vytlacil. Simple Estimators for Treatment Parameters in a Latent Variable Framework with an Application to Estimating the Returns to Schooling. 2000. |
| 条目包含的文件 | ||||||
| 文件名称/大小 | 资源类型 | 版本类型 | 开放类型 | 使用许可 | ||
| w7950.pdf（1586KB） | 智库出版物 | 限制开放 | CC BY-NC-SA | 浏览 | ||
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