2 papers
stat.CO2022
Generating Synthetic Data with Locally Estimated Distributions for Disclosure Control
Ali Furkan Kalay
Sensitive datasets are often underutilized in research and industry due to privacy concerns, limiting the potential of valuable data-driven insights. Synthetic data generation pres…
stat.ME2021
Double Robust Mass-Imputation with Matching Estimators
Ali Furkan Kalay
This paper proposes using a method named Double Score Matching (DSM) to do mass-imputation and presents an application to make inferences with a nonprobability sample. DSM is a …