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General Remedies to Local Problems: An Applied Researcher’s Manual to Multiple Imputation

Gayaneh Kyureghian, Oral Capps and Rodolfo Nayga ()

No 108266, 2011 Annual Meeting, July 24-26, 2011, Pittsburgh, Pennsylvania from Agricultural and Applied Economics Association

Abstract: Nonresponse is a pervasive and persistent problem in survey data. This research reviews several methods for imputing missing values. A special emphasis is placed on the multiple imputation methods as a more generalizable advanced remedy to missingness. An empirical application of these methods, along with a regression or conditional mean imputation, is provided. Contingent upon certain properties of data, inference based guidance to the choice and implementation of these methods is provided.

Keywords: Research; Methods/; Statistical; Methods (search for similar items in EconPapers)
Pages: 21
Date: 2011
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Persistent link: https://EconPapers.repec.org/RePEc:ags:aaea11:108266

DOI: 10.22004/ag.econ.108266

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