Introduction to the Mathematical and Statistical Foundations of Econometrics - Herman J. (Pennsylvania State University) Bierens - Bog

Intended for use in a rigorous introductory PhD level course in econometrics, or a field course in econometric theory, this book covers the measure-theoretical foundation of probability theory, the multivariate normal distribution with its application to classical linear regression analysis, various laws of large numbers, and more.