Probability and distribution theory. Probability -- Random variables, probability distributions, and densities -- Expectations and their generating functions -- Special univariate distributions -- Joint distributions and densities -- Conditioning, dependence, and joint moments -…
Building on the success of Abadir and Magnus' Matrix Algebra in the Econometric Exercises Series, Statistics serves as a bridge between elementary and specialized statistics. Professors Abadir, Heijmans, and Magnus freely use matrix algebra to cover intermediate to advanced mate…