3 papers
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.ME2019
Leveraging Auxiliary Information on Marginal Distributions in Nonignorable Models for Item and Unit Nonresponse
Olanrewaju Akande, Gabriel Madson, D. Sunshine Hillygus +1
Often, government agencies and survey organizations know the population counts or percentages for some of the variables in a survey. These may be available from auxiliary sources,…
stat.ME2018
Simultaneous Edit and Imputation for Household Data with Structural Zeros
Olanrewaju Akande, Andrés Barrientos, Jerome P. Reiter
Multivariate categorical data nested within households often include reported values that fail edit constraints---for example, a participating household reports a child's age as ol…