cs.IT, math.IT, math.ST, stat.ML, stat.TH

Sub-Gaussian Concentration and Entropic Normality of the Maximum Likelihood Estimator

arXiv:2605.07107v1 Announce Type: cross
Abstract: It is well known that, under standard regularity conditions, the maximum likelihood estimator (MLE) satisfies a central limit theorem and converges in distribution to a Gaussian random variable as the …