Generalized Method of Moments (GMM)Introduces the Generalized Method of Moments (GMM) in econometrics, focusing on its application in instrumental variable estimation and asset pricing models.
Maximum Likelihood InferenceExplores maximum likelihood inference, comparing models based on likelihood ratios and demonstrating with a coin example.
Estimation MethodsCovers various methods for estimating model parameters, such as method of moments and maximum likelihood estimation.
Testing: t-testsCovers t-tests, p-values calculation, and comparison of coefficients.
Recursive Least SquaresCovers the Recursive Least Squares method for parameter estimation based on observation equations and design matrices.