| 来源类型 | Publication |
| Estimation and Identification of the Complier Average Causal Effect Parameter in Education RCTs | |
| Peter Z. Schochet; Hanley S. Chiang | |
| 发表日期 | 2011-06-30 |
| 出版者 | Journal of Educational and Behavioral Statistics, vol. 36, no. 3 |
| 出版年 | 2011 |
| 语种 | 英语 |
| 概述 | In randomized control trials (RCTs) in the education field, the complier average causal effect (CACE) parameter is often of policy interest, because it pertains to intervention effects for students who receive a meaningful dose of treatment services. ", |
| 摘要 | In randomized control trials (RCTs) in the education field, the complier average causal effect (CACE) parameter is often of policy interest, because it pertains to intervention effects for students who receive a meaningful dose of treatment services. This article uses a causal inference and instrumental variables framework to examine the identification and estimation of the CACE parameter for two-level clustered RCTs. The authors use data from 10 large-scale RCTs to compare significance findings for the CACE estimator based on correct variance formulas with those based on commonly used formulas that ignore certain sources of error. These formulas lead to very similar significance findings. |
| URL | https://www.mathematica.org/our-publications-and-findings/publications/estimation-and-identification-of-the-complier-average-causal-effect-parameter-in-education-rcts |
| 来源智库 | Mathematica Policy Research (United States) |
| 资源类型 | 智库出版物 |
| 条目标识符 | http://119.78.100.153/handle/2XGU8XDN/486858 |
| 推荐引用方式 GB/T 7714 | Peter Z. Schochet,Hanley S. Chiang. Estimation and Identification of the Complier Average Causal Effect Parameter in Education RCTs. 2011. |
| 条目包含的文件 | 条目无相关文件。 | |||||
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