66 citations · 94 across the 8 of their papers we have counts for
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stat.ME2020
Multiple Imputation for Nonignorable Item Nonresponse in Complex Surveys Using Auxiliary Margin
Olanrewaju Akande, Jerome P. Reiter
We outline a framework for multiple imputation of nonignorable item nonresponse when the marginal distributions of some of the variables with missing values are known. In particula…
stat.ME2020★ 11 cited
A Comparative Study of Imputation Methods for Multivariate Ordinal Data
Chayut Wongkamthong, Olanrewaju Akande
Missing data remains a very common problem in large datasets, including survey and census data containing many ordinal responses, such as political polls and opinion surveys. Multi…
stat.CO2020★ 3 cited
Multiple Imputation and Synthetic Data Generation with the R package NPBayesImputeCat
Jingchen Hu, Olanrewaju Akande, Quanli Wang
In many contexts, missing data and disclosure control are ubiquitous and challenging issues. In particular at statistical agencies, the respondent-level data they collect from surv…