Statistical EstimatorsExplains statistical estimators for random variables and Gaussian distributions, focusing on error functions for integration.
Estimators and BiasExplores estimators, bias, and efficiency in statistics, emphasizing the trade-off between bias and variability.
Mean-Square-Error InferenceCovers the concept of mean-square-error inference and optimal estimators for inference problems using different design criteria.
Statistical EstimationExplores statistical estimation, comparing estimators based on mean and variance, and delving into mean squared error and Cramér-Rao bound.
Detection & EstimationCovers the fundamentals of detection and estimation theory, focusing on mean-squared error and hypothesis testing.