Kazuhiro Minami

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

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-maximum likelihood estimator (QMLE) has been developed, but the existing method to build LDP QMLE is difficult to implement…