Tags
Maximum Likelihood
Aug 26, 2024
Probability and Statistics
26 min readProbability and Statistics (6): Estimation — MLE, MAP, and the Bias-Variance Story
Point estimation from method of moments through maximum likelihood and MAP, with Fisher information, the Cramer-Rao bound, and the bias-variance decomposition that explains overfitting and underfitting.