1 citations · 1 across the 4 of their papers we have counts for
4 papers
Differentially Private Finite Population Estimation via Survey Weight Regularization
Jeremy Seeman, Yajuan Si, Jerome P Reiter
In general, it is challenging to release differentially private versions of survey-weighted statistics with low error for acceptable privacy loss. This is because weighted statisti…
Fully Synthetic Data for Complex Surveys
Shirley Mathur, Yajuan Si, Jerome P. Reiter
When seeking to release public use files for confidential data, statistical agencies can generate fully synthetic data. We propose an approach for making fully synthetic data from…
Bayesian Latent Pattern Mixture Models for Handling Attrition in Panel Studies With Refreshment Samples
Yajuan Si, Jerome P. Reiter, D. Sunshine Hillygus
Many panel studies collect refreshment samples---new, randomly sampled respondents who complete the questionnaire at the same time as a subsequent wave of the panel. With appropria…
Handling Attrition in Longitudinal Studies: The Case for Refreshment Samples
Yiting Deng, D. Sunshine Hillygus, Jerome P. Reiter +2
Panel studies typically suffer from attrition, which reduces sample size and can result in biased inferences. It is impossible to know whether or not the attrition causes bias from…