Nonlinear Estimation

Nonlinear Estimation
Author :
Publisher : Springer Science & Business Media
Total Pages : 198
Release :
ISBN-13 : 9781461234128
ISBN-10 : 1461234123
Rating : 4/5 (23 Downloads)

Book Synopsis Nonlinear Estimation by : Gavin J.S. Ross

Download or read book Nonlinear Estimation written by Gavin J.S. Ross and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 198 pages. Available in PDF, EPUB and Kindle. Book excerpt: Non-Linear Estimation is a handbook for the practical statistician or modeller interested in fitting and interpreting non-linear models with the aid of a computer. A major theme of the book is the use of 'stable parameter systems'; these provide rapid convergence of optimization algorithms, more reliable dispersion matrices and confidence regions for parameters, and easier comparison of rival models. The book provides insights into why some models are difficult to fit, how to combine fits over different data sets, how to improve data collection to reduce prediction variance, and how to program particular models to handle a full range of data sets. The book combines an algebraic, a geometric and a computational approach, and is illustrated with practical examples. A final chapter shows how this approach is implemented in the author's Maximum Likelihood Program, MLP.


Nonlinear Estimation Related Books

Nonlinear Estimation
Language: en
Pages: 198
Authors: Gavin J.S. Ross
Categories: Mathematics
Type: BOOK - Published: 2012-12-06 - Publisher: Springer Science & Business Media

DOWNLOAD EBOOK

Non-Linear Estimation is a handbook for the practical statistician or modeller interested in fitting and interpreting non-linear models with the aid of a comput
Nonlinear Estimation
Language: en
Pages: 255
Authors: Shovan Bhaumik
Categories: Mathematics
Type: BOOK - Published: 2019-07-24 - Publisher: CRC Press

DOWNLOAD EBOOK

Nonlinear Estimation: Methods and Applications with Deterministic Sample Points focusses on a comprehensive treatment of deterministic sample point filters (als
Optimal State Estimation
Language: en
Pages: 554
Authors: Dan Simon
Categories: Technology & Engineering
Type: BOOK - Published: 2006-06-19 - Publisher: John Wiley & Sons

DOWNLOAD EBOOK

A bottom-up approach that enables readers to master and apply the latest techniques in state estimation This book offers the best mathematical approaches to est
Recursive Nonlinear Estimation
Language: en
Pages: 252
Authors: Rudolf Kulhavý
Categories: Bayesian statistical decision theory
Type: BOOK - Published: 1996 - Publisher:

DOWNLOAD EBOOK

In a close analogy to matching data in Euclidean space, this monograph views parameter estimation as matching of the empirical distribution of data with a model
Nonlinear Estimation and Classification
Language: en
Pages: 465
Authors: David D. Denison
Categories: Mathematics
Type: BOOK - Published: 2013-11-11 - Publisher: Springer Science & Business Media

DOWNLOAD EBOOK

Researchers in many disciplines face the formidable task of analyzing massive amounts of high-dimensional and highly-structured data. This is due in part to rec