On density estimation at a fixed point under local differential privacy

DOI10.1214/21-EJS1830zbMath1471.62318MaRDI QIDQ2044360

Martin H. Kroll

Publication date: 9 August 2021

Published in: Electronic Journal of Statistics (Search for Journal in Brave)

zbMATH Keywords

rates of convergenceadaptive estimationkernel density estimationLepski's methodapproximate local differential privacy

Mathematics Subject Classification ID

Density estimation (62G07) Applications of statistics in engineering and industry; control charts (62P30) Data encryption (aspects in computer science) (68P25)

Related Items (2)

Multivariate density estimation from privatised data: universal consistency and minimax rates ⋮ Density estimation under local differential privacy and Hellinger loss

Uses Software

• PrivateLR

Cites Work

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