| 来源类型 | Publication |
| An Empirical Study of Nonresponse Adjustment Methods for the Survey of Doctorate Recipients | |
| Fan Zhang; Stephen Cohen; Donsig Jang; Amang Sukasih; and Sonya Vartivarian | |
| 发表日期 | 2009-12-30 |
| 出版者 | Alexandria, VA: American Statistical Association. In 2009 Proceedings of the Section on Survey Research Methods of the American Statistical Association |
| 出版年 | 2009 |
| 语种 | 英语 |
| 概述 | In the Survey of Doctorate Recipients at National Science Foundation, adjustments were made to the design weights to compensate three types of missing units: un-located, eligibility-unknown, and refusals.", |
| 摘要 | In the Survey of Doctorate Recipients at National Science Foundation, adjustments were made to the design weights to compensate three types of missing units: un-located, eligibility-unknown, and refusals. In search of sensible adjustment methods, we conducted a simulation study to evaluate five different adjustment factors: the inverse of unweighted response rate in weighting cell formed by cross-tabulation of significant main effects; the inverse of weighted response rate in weighting cell formed by deciles of predicted propensity values estimated by logistic regression; the inverse of unweighted response rate in weighting cell formed by deciles of predicted propensity values estimated by logistic regression; the inverse of individual predicted propensity values from an unweighted logistic regression model; and the inverse of individual predicted propensity values from a weighted logistic regression model. |
| URL | https://www.mathematica.org/our-publications-and-findings/publications/an-empirical-study-of-nonresponse-adjustment-methods-for-the-survey-of-doctorate-recipients |
| 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/486372 |
| 推荐引用方式 GB/T 7714 | Fan Zhang,Stephen Cohen,Donsig Jang,et al. An Empirical Study of Nonresponse Adjustment Methods for the Survey of Doctorate Recipients. 2009. |
| 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 | ||
| adjustmethods.pdf（264KB） | 智库出版物 | 限制开放 | CC BY-NC-SA | 浏览 | ||
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