Maximum Likelihood Estimation With Stata Fourth Edition: A Comprehensive Guide
$$L(\theta | x) = P(x | \theta)$$ where: $L(\theta | x)$ is the likelihood function $\theta$ is the vector of parameters to be estimated $x$ is the observed data The MLE estimator is the value of $\theta$ that maximizes the likelihood...