Linear Estimation by Thomas Kailath (Hardcover 2000) Statistics Probability Math
This textbook is the standard edition used in most introductory courses.
This textbook is the standard edition used in most introductory courses.
A nice touch in this textbook is the cheat sheet for common formulas.