46 citations
- U.S. National Science FoundationUS7 papers
- Vassar CollegeUS5 papers
- National Center for Science and Engineering StatisticsUS3 papers
- Amherst CollegeUS1 paper
- Educational Testing ServiceUS1 paper
- National University of SingaporeSG1 paper
- RTI InternationalUS1 paper
- University of California, Santa CruzUS1 paper
- University of IowaUS1 paper
- Western UniversityCA1 paper
Showing 2018Show all
3 papers · 1 filter
stat.AP2018★ 6 cited
Bayesian Data Synthesis and Disclosure Risk Quantification: An Application to the Consumer Expenditure Surveys
Jingchen Hu, Terrance D. Savitsky
The release of synthetic data generated from a model estimated on the data helps statistical agencies disseminate respondent-level data with high utility and privacy protection. Mo…
stat.ME2018★ 16 cited
Bayesian Estimation Under Informative Sampling with Unattenuated Dependence
Matthew R. Williams, Terrance D. Savitsky
An informative sampling design leads to unit inclusion probabilities that are correlated with the response variable of interest. However, multistage sampling designs may also induc…
stat.ME2018★ 14 cited
Bayesian Uncertainty Estimation Under Complex Sampling
Matthew R. Williams, Terrance D. Savitsky
Social and economic studies are often implemented as complex survey designs. For example, multistage, unequal probability sampling designs utilized by federal statistical agencies…