"Mathematical Statistics" by Parimal Mukhopadhyay is a popular textbook that provides a comprehensive introduction to the principles of mathematical statistics. The book is widely used by students and professionals in the field of statistics, mathematics, and engineering. In this review, we will discuss the content, features, and benefits of the book, as well as the advantages of downloading the PDF version.