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Ratio imputation method for handling item-nonresponse in Eichhorn model
Model Assisted Statistics and Applications, 2008Missing data is often a problem in social science data. Imputation methods fill in the missing responses and lead, under certain conditions, to valid inference. This paper proposes an investigation procedure concerning the Eichhorn and Hayre [6]'s quantitative sensitive characteristic randomized response procedure in the presence of missing data.
Zaizai Yan +3 more
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Tests of Certain Types of Ignorable Nonresponse in Surveys Subject to Item Nonresponse or Attrition
American Journal of Political Science, 2000Analysts of cross-sectional or panel surveys often base inferences about relationships between variables on complete units, excluding units that are incomplete due to item nonresponse or attrition. This practice is justiable if exclusion is ignorable in an appropriate sense.
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ITEM NONRESPONSE REASONS AND EFFECTS
2010ABSTRACTIn survey researches a distinction between two major types of missing data in surveys due to nonresponse had been made. First type is, unit nonresponse; for some sample units no entire data is available. The second type is, item nonresponse; sample unit or units have missing data for one or more questions or variables (1, 2, 3).
ALKAYA, Aylin, ESİN, Alptekin
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A two-stage imputation procedure for item nonresponse in surveys
Journal of Business Research, 1991Abstract Regardless of the overall response rate, surveys that involve individual self-reports frequently have some degree of item nonresponse. Rather than discard these individuals from any analysis that is to be conducted and reduce the sample size, the typical procedure used by researchers is to simply substitute the mean value computed from all ...
Otis W. Gilley, Robert P. Leone
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Treating test-item nonresponse.
Journal of applied measurement, 2004This study presents the results of an empirical investigation into the effects of nonresponse on the measurement of student ability in large scale educational achievement studies. The analyses explored the bias in student and national ability estimate distributions relating to particular psychometric treatments of nonresponse.
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Item Nonresponse in Web Versus Other Survey Modes: A Systematic Review and Meta-Analysis
Social Science Computer Review, 2023Michael Bosnjak, Katja Lozar Manfreda
exaly
The Farm Producer Survey: Unit and Item Nonresponse
2021Young, Linda J +3 more
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