One-bit Submission for Locally Private Quasi-MLE: Its Asymptotic Normality and Limitation

Hajime Ono, Kazuhiro Minami, Hideitsu Hino

Local differential privacy~(LDP) is an information-theoretic privacy definition suitable for statistical surveys that involve an untrusted data curator. An LDP version of quasi-max…