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Using paradata for imputation of missing values in sociological survey data: results of statistical modeling (case of Croatia and Slovakia)

Missing values are a common issue in quantitative social researches. One of the ways to handle missing data is by data imputation. This article outlines the challenges of traditional data imputation methods, which often introduce biases, and presents an advanced approach that features integration of...

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Principais autores: Andrii Gorbachyk, Yaroslav Kostenko
Format: Artigo
Sprog:Inglês
Udgivet: Institute of Sociology of the NAS of Ukraine 2024-09-01
Serier:Соціологія
Fag:
missing data
item non-response
data imputation
multiple imputation
paradata
missing data patterns
modelling of missing data
Online adgang:https://stmm.in.ua/archive/ukr/2024-3/6.pdf
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