12 citations · 13 across the 3 of their papers we have counts for
3 papers
Assessing Bayesian Nonparametric Log-Linear Models: an application to Disclosure Risk estimation
Cinzia Carota, Maurizio Filippone, Silvia Polettini
We present a method for identification of models with good predictive performances in the family of Bayesian log-linear mixed models with Dirichlet process random effects. Such a p…
A unit-level small area model with misclassified covariates
Serena Arima, Silvia Polettini
Small area models are mixed effects regression models that link the small areas and borrow strength from similar domains. When the auxiliary variables used in the models are measur…
Bayesian nonparametric disclosure risk estimation via mixed effects log-linear models
Cinzia Carota, Maurizio Filippone, Roberto Leombruni +1
Statistical agencies and other institutions collect data under the promise to protect the confidentiality of respondents. When releasing microdata samples, the risk that records ca…