This book describes the classical smoothing, filtering and prediction techniques together with some more recently developed embellishments for improving performance within applications. It aims to present the subject in an accessible way, so that it can serve as a practical guide for undergraduates and newcomers to the field. The material is organized as an eleven-lecture course.
This book is downloadable in PDF, ePub, Kindle and TXT format.