66 citations · 189 across the 22 of their papers we have counts for
4 papers · 1 filter
Data Fusion for Correcting Measurement Errors
Tracy Schifeling, Jerome P. Reiter, Maria DeYoreo
Often in surveys, key items are subject to measurement errors. Given just the data, it can be difficult to determine the distribution of this error process, and hence to obtain acc…
Itemwise conditionally independent nonresponse modeling for incomplete multivariate data
Mauricio Sadinle, Jerome P. Reiter
We introduce a nonresponse mechanism for multivariate missing data in which each study variable and its nonresponse indicator are conditionally independent given the remaining vari…
Regression Modeling and File Matching Using Possibly Erroneous Matching Variables
Nicole M. Dalzell, Jerome P. Reiter
Many analyses require linking records from two databases comprising overlapping sets of individuals. In the absence of unique identifiers, the linkage procedure often involves matc…
Bayesian mixture modeling for multivariate conditional distributions
Maria DeYoreo, Jerome P. Reiter
We present a Bayesian mixture model for estimating the joint distribution of mixed ordinal, nominal, and continuous data conditional on a set of fixed variables. The model uses mul…