Data sharing under confidentiality

Başer, Erdem
Hülagu, Timur
Akyıldız, Ersan
Bilgen, Adnan
Cenk, Murat
Keskinkurt-paksoy, İrem
Kestel, Sevtap Ayşe
Central Bank of the Republic of Turkey presents an approach to address the data sharing dilemma of maximizing the benefit for academic research while ensuring compliance with applicable data confidentiality legislations. The work in this paper compares the performance of different perturbation methods. Empirical estimates are presented over a wide range of statistical methods. The results in the paper are expected to be used to inform the design of access procedures to confidential microdata in central banks.
Citation Formats
E. Başer et al., “Data sharing under confidentiality,” Basel, İsviçre, 2018, p. 1057, Accessed: 00, 2021. [Online]. Available: