Academic Journal
On Calibration Weighting
| العنوان: | On Calibration Weighting |
|---|---|
| المؤلفون: | Phillip S. Kott |
| المساهمون: | The Pennsylvania State University CiteSeerX Archives |
| المصدر: | http://www.nass.usda.gov/Education_and_Outreach/Reseach_Reports/2003-jsm-kott.pdf. |
| المجموعة: | CiteSeerX |
| مصطلحات موضوعية: | KEY WORDS, Model unbiased, Randomization consistent, Randomizationoptimal estimator, Raking, Nonresponse, Local polynomial regression, Jackknife variance estimator, Coverage adjustment |
| الوصف: | Calibration weighting is a methodology under which probability-sample weights are adjusted in such a way that when applied to survey data they can produce model-unbiased estimators for a number of different target variables. This paper briefly reviews the history of calibration weighting before the term was coined and some major developments since then. A change in the definition of a calibration estimator is recommended. This change expands the class to include such special cases as, 1, randomization-optimal estimators, and, 2, randomization-consistent estimators incorporating local polynomial regression. Although originally developed as a method for reducing sampling errors, calibration weighting has also been applied to adjust for unit nonresponse and for coverage errors. A variant of the jackknife variance estimator proposed here should prove computationally convenient for these applications. |
| نوع الوثيقة: | text |
| وصف الملف: | application/pdf |
| اللغة: | English |
| Relation: | http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.183.7473; http://www.nass.usda.gov/Education_and_Outreach/Reseach_Reports/2003-jsm-kott.pdf |
| الاتاحة: | http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.183.7473 http://www.nass.usda.gov/Education_and_Outreach/Reseach_Reports/2003-jsm-kott.pdf |
| Rights: | Metadata may be used without restrictions as long as the oai identifier remains attached to it. |
| رقم الانضمام: | edsbas.9A0383A9 |
| قاعدة البيانات: | BASE |
| الوصف غير متاح. |