Documents
"
Differentially private regression diagnostics." In IEEE International Conference on Data Mining., 2017.
"Itemwise conditionally independent nonresponse modeling for multivariate categorical data." Biometrika 104 (2017): 207-220.
"Incorporating marginal prior information into latent class models." Bayesian Analysis 11 (2016): 499-518. DOI: doi:10.1214/15-BA959, available at https://projecteuclid.org/euclid.ba/1434649584.
"Accounting for nonignorable unit nonresponse and attrition in panel studies with refreshment samples." Journal of Survey Statistics and Methodology 3, no. 3 (2015): 265-295. DOI: 10.1093/jssam/smv007, available at http://jssam.oxfordjournals.org/content/3/3/265.abstract.
"Multiple imputation for harmonizing longitudinal non-commensurate measures in individual participant data meta-analysis." Statistics in Medicine (2015). DOI: 10.1002/sim.6562, available at http://onlinelibrary.wiley.com/doi/10.1002/sim.6562/abstract.
"Multiple Imputation of Missing Categorical and Continuous Values via Bayesian Mixture Models with Local Dependence." arXiv, no. 1410.0438 (2015), available at arxiv.org/abs/1410.0438.
"Simultaneous Edit-Imputation for Continuous Microdata." Journal of the American Statistical Association 110 (2015): 987-999. DOI: 10.1080/01621459.2015.1040881, available at http://www.tandfonline.com/doi/abs/10.1080/01621459.2015.1040881.
"Bayesian estimation of disclosure risks for multiply imputed, synthetic data." Journal of Privacy and Confidentiality 6, no. 1 (2014), available at http://repository.cmu.edu/jpc/vol6/iss1/2.
"Multiple imputation of missing or faulty values under linear constraints." Journal of Business and Economic Statistics 32 (2014): 375-386. DOI: 10.1080/07350015.2014.885435.
"Bayesian multiple imputation for large-scale categorical data with structural zeros. Duke University / National Institute of Statistical Sciences (NISS) Preprint 1813:34889, 2013, available at http://hdl.handle.net/1813/34889.