Author | : Sudipto Banerjee |
File Size | : 47,6 Mb |
Publisher | : CRC Press |
Language | : English |
Release Date | : 06 June 2014 |
ISBN | : 9781482248241 |
Pages | : 580 pages |
Linear Algebra and Matrix Analysis for Statistics by Sudipto Banerjee Book PDF Summary
Assuming no prior knowledge of linear algebra, this self-contained text offers a gradual exposition to linear algebra without sacrificing the rigor of the subject. It presents both the vector space approach and the canonical forms in matrix theory. The book covers important topics in linear algebra that are useful for statisticians, including the concept of rank, the fundamental theorem of linear algebra, projectors, and quadratic forms. It also provides an extensive collection of exercises on theoretical concepts and numerical computations.