General Remedies to Local Problems: An Applied Researcher’s Manual to Multiple Imputation
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.
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- Maria Jose Castillo & Pilar Useche & Charles Moss, 2010. "Missing agricultural price data: an application of mixed estimation," Applied Economics Letters, Taylor & Francis Journals, vol. 17(6), pages 537-541.
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