Generalized Vectorization, Cross-Products, and Matrix Calculus - Turkington, Darrell A. (University of Western Australia, Perth)

Matrix calculus is an efficient procedure for obtaining many derivatives at once, used in statistics and econometrics. This book studies different concepts of matrix derivatives and a particular brand of mathematics behind matrix calculus, including special matrices whose elements are all zero or one.