| 来源类型 | Working Paper |
| 规范类型 | 报告 |
| DOI | 10.3386/w9497 |
| 来源ID | Working Paper 9497 |
| Using Matching, Instrumental Variables and Control Functions to Estimate Economic Choice Models | |
| James J. Heckman; Salvador Navarro-Lozano | |
| 发表日期 | 2003-02-17 |
| 出版年 | 2003 |
| 语种 | 英语 |
| 摘要 | This paper investigates four topics. (1) It examines the different roles played by the propensity score (probability of selection) in matching, instrumental variable and control functions methods. (2) It contrasts the roles of exclusion restrictions in matching and selection models. (3) It characterizes the sensitivity of matching to the choice of conditioning variables and demonstrates the greater robustness of control function methods to misspecification of the conditioning variables. (4) It demonstrates the problem of choosing the conditioning variables in matching and the failure of conventional model selection criteria when candidate conditioning variables are not exogenous. |
| 主题 | Econometrics ; Estimation Methods |
| URL | https://www.nber.org/papers/w9497 |
| 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/567117 |
| 推荐引用方式 GB/T 7714 | James J. Heckman,Salvador Navarro-Lozano. Using Matching, Instrumental Variables and Control Functions to Estimate Economic Choice Models. 2003. |
| 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 | ||
| w9497.pdf（813KB） | 智库出版物 | 限制开放 | CC BY-NC-SA | 浏览 | ||
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