Lectures related to Estimation: Mean-Squared Error and Fisher Information

Distributions and Derivatives Log in to Mediaspace to watch this video

Covers distributions, derivatives, convergence, and continuity criteria in function spaces.

Generalized Method of Moments (GMM)Log in to Mediaspace to watch this video

Introduces the Generalized Method of Moments (GMM) in econometrics, focusing on its application in instrumental variable estimation and asset pricing models.

Binary Response: Link Functions Log in to Mediaspace to watch this video

Explores binary response interpretation, link functions, logistic regression, and model selection using deviances and information criteria.

Signals & Systems I: Distributions and Linear Systems Log in to Mediaspace to watch this video

Covers distributions, linear systems, impulse response, convolution, and examples of linear systems.

Signal Models and Methods: Parametric vs Nonparametric Log in to Mediaspace to watch this video

Provides an overview of signal models and methods in statistical signal processing.