کد مقاله | کد نشریه | سال انتشار | مقاله انگلیسی | نسخه تمام متن |
---|---|---|---|---|
5097525 | 1376594 | 2007 | 23 صفحه PDF | دانلود رایگان |
عنوان انگلیسی مقاله ISI
An econometric method of correcting for unit nonresponse bias in surveys
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کلمات کلیدی
موضوعات مرتبط
مهندسی و علوم پایه
ریاضیات
آمار و احتمال
پیش نمایش صفحه اول مقاله
![عکس صفحه اول مقاله: An econometric method of correcting for unit nonresponse bias in surveys An econometric method of correcting for unit nonresponse bias in surveys](/preview/png/5097525.png)
چکیده انگلیسی
Past approaches to correcting for unit nonresponse in sample surveys by re-weighting the data assume that the problem is ignorable within arbitrary subgroups of the population. Theory and evidence suggest that this assumption is unlikely to hold, and that household characteristics such as income systematically affect survey compliance. We show that this leaves a bias in the re-weighted data and we propose a method of correcting for this bias. The geographic structure of nonresponse rates allows us to identify a micro compliance function, which is then used to re-weight the unit-record data. An example is given for the US Current Population Surveys, 1998-2004. We find, and correct for, a strong household income effect on response probabilities.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Journal of Econometrics - Volume 136, Issue 1, January 2007, Pages 213-235
Journal: Journal of Econometrics - Volume 136, Issue 1, January 2007, Pages 213-235
نویسندگان
Anton Korinek, Johan A. Mistiaen, Martin Ravallion,