Browsing by Author "0007654"
Now showing items 1-6 of 6
-
2014 Data Expeditions Call for Proposals
(2015-11-30) -
2015 Call for Proposals
(2015) -
A note on Bayesian inference after multiple imputation
(American Statistician, 2010-05-01)This article is aimed at practitioners who plan to use Bayesian inference on multiply-imputed datasets in settings where posterior distributions of the parameters of interest are not approximately Gaussian. We seek to steer ... -
An Empirical Comparison of Multiple Imputation Methods for Categorical Data
(The American Statistician, 2017-04-03)© 2017 American Statistical Association. Multiple imputation is a common approach for dealing with missing values in statistical databases. The imputer fills in missing values with draws from predictive models estimated ... -
Bayesian latent pattern mixture models for handling attrition in panel studies with refreshment samples
(Annals of Applied Statistics, 2016-03-01)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 appropriate modeling, these samples can be leveraged ... -
Releasing multiply-imputed synthetic data generated in two stages to protect confidentiality
(Statistica Sinica, 2010-01-01)To protect the confidentiality of survey respondents' identities and sensitive attributes, statistical agencies can release data in which confidential values are replaced with multiple imputations. These are called synthetic ...
