Reference
Proof : Asymptotic Normality of Maximum Likelihood Estimators
TaeTrix
2023. 5. 2. 21:52
https://gregorygundersen.com/blog/2019/11/28/asymptotic-normality-mle/
Asymptotic Normality of Maximum Likelihood Estimators
Given a statistical model Pθ\mathbb{P}_{\theta}Pθ and a random variable X∼Pθ0X \sim \mathbb{P}_{\theta_0}X∼Pθ0 where θ0\theta_0θ0 are the true generative parameters, maximum likelihood estimation (MLE) finds a point estimate θ^N\hat{
gregorygundersen.com