Parameter Estimation for Scientists and Engineers

ISBN: 0470147814

Category: Uncategorized

Tag: Database/SQL


Posted on 2019-01-30, by nokia241186.

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Parameter Estimation for Scientists and Engineers By Adriaan van den Bos(auth.)
2007 | 280 Pages | ISBN: 0470147814 | PDF | 8 MB



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 ofestimators 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.Content: Chapter 1 Introduction (pages 1-5): Chapter 2 Parametric Models of Observations (pages 7-20): Chapter 3 Distributions of Observations (pages 21-44): Chapter 4 Precision and Accuracy (pages 45-97): Chapter 5 Precise and Accurate Estimation (pages 99-162): Chapter 6 Numerical Methods for Parameter Estimation (pages 163-210): Chapter 7 Solutions or Partial Solutions to Problems (pages 211-245):

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