2025
Generalized Linear Models with 1-Bit Measurements: Asymptotics of the Maximum Likelihood Estimator
ICASSP 2025accepted
This work establishes regularity conditions for consistency and asymptotic normality of the multiple parameter maximum likelihood estimator (MLE) from censored data, where the censoring mechanism is in the form of 1-bit measurements. The underlying distribution of the uncensored data is assumed to b…