Parameter Estimation for Scientists and Engineers

Parameter Estimation for Scientists and Engineers

Author(s): Adriaan van den Bos

Published Online: 1 MAR 2007

Print ISBN: 9780470147818

Online ISBN: 9780470173862

DOI: 10.1002/9780470173862

About this Book

The subject of this book is estimating parameters of expectation models of statistical observations. The book describes the most important aspects of the subject for applied scientists and engineers. This group of users is often not aware of estimators other than least squares. Therefore one purpose of this book is to show that statistical parameter estimation has much more to offer than least squares estimation alone. In the approach of this book, knowledge of the distribution of the observations is involved in the choice of estimators. A further advantage of the chosen approach is that it unifies the underlying theory and reduces it to a relatively small collection of coherent, generally applicable principles and notions.

Table of contents