Data Fitting and Uncertainty: A practical introduction to weighted least squares and beyond

0 avg rating
( 0 ratings by Goodreads )
 
9783658114558: Data Fitting and Uncertainty: A practical introduction to weighted least squares and beyond
View all copies of this ISBN edition:
 
 

The subject of data fitting bridges many disciplines, especially those traditionally dealing with statistics like physics, mathematics, engineering, biology, economy, or psychology, but also more recent fields like computer vision. This book addresses itself to engineers and computer scientists or corresponding undergraduates who are interested in data fitting by the method of least-squares approximation, but have no or only limited pre-knowledge in this field. Experienced readers will find in it new ideas or might appreciate the book as a useful work of reference. Familiarity with basic linear algebra is helpful though not essential as the book includes a self-contained introduction and presents the method in a logical and accessible fashion. The primary goal of the text is to explain how data fitting via least squares works. The reader will find that the emphasis of the book is on practical matters, not on theoretical problems. In addition, the book enables the reader to design own software implementations with application-specific model functions based on the comprehensive discussion of several examples. The text is accompanied with working source code in ANSI-C for fitting with weighted least squares including outlier detection.
Among others the book covers following topics
* fitting of linear and nonlinear functions with one- or multi-dimensional variables
* weighted least-squares
* outlier detection
* evaluation of the fitting results
* different optimisation strategies
* combined fitting of different model functions
* total least-squares approach with multi-dimensional conditions

"synopsis" may belong to another edition of this title.

Book Description:

Suitable for beginners in this field

From the Author:

New at least-squares approximation? Then give this textbook a try!
You will find the solution for data-fitting problems in the beginning of the book. Linear and nonlinear problems are treated jointly.
The more you want to learn, the deeper you have to dive into the book. You will find the theory behind the method of least squares as well as the details of modern numerical algorithms. Espacially the latter distinguishes "Data fitting and Uncertainty" from older texts.
All discussed techniques rest on an implementation in working source code (ANSI-C), which is provided with the book.

"About this title" may belong to another edition of this title.

Other Popular Editions of the Same Title

9783834810229: Data Fitting and Uncertainty: A Practical Introduction to Weighted Least Squares and Beyond

Featured Edition

ISBN 10:  3834810223 ISBN 13:  9783834810229
Publisher: Vieweg and Teubner, 2010
Softcover

Top Search Results from the AbeBooks Marketplace

1.

Strutz, Tilo
ISBN 10: 365811455X ISBN 13: 9783658114558
New Quantity Available: 3
Seller:
GreatBookPrices
(Columbia, MD, U.S.A.)
Rating
[?]

Book Description Condition: New. Seller Inventory # 25212523-n

More information about this seller | Contact this seller

Buy New
US$ 79.74
Convert Currency

Add to Basket

Shipping: US$ 2.64
Within U.S.A.
Destination, Rates & Speeds

2.

Tilo Strutz
ISBN 10: 365811455X ISBN 13: 9783658114558
New Quantity Available: 1
Seller:
Bookshub
(Karol Bagh, India)
Rating
[?]

Book Description Condition: New. New. US edition. Perfect condition. Customer satisfaction our priority. Seller Inventory # ABE-FEB-125841

More information about this seller | Contact this seller

Buy New
US$ 82.39
Convert Currency

Add to Basket

Shipping: FREE
From India to U.S.A.
Destination, Rates & Speeds

3.

Tilo Strutz
ISBN 10: 365811455X ISBN 13: 9783658114558
New Quantity Available: 1
Seller:
EBOOKSTORE2010
(New Delhi, ND, India)
Rating
[?]

Book Description Condition: Brand New. New. US edition. Customer Satisfaction guaranteed!!. Seller Inventory # SHUB125841

More information about this seller | Contact this seller

Buy New
US$ 82.44
Convert Currency

Add to Basket

Shipping: FREE
From India to U.S.A.
Destination, Rates & Speeds

4.

Tilo Strutz
ISBN 10: 365811455X ISBN 13: 9783658114558
New Quantity Available: 1
Seller:
Basi6 International
(Irving, TX, U.S.A.)
Rating
[?]

Book Description Condition: Brand New. New, US edition. Excellent Customer Service. Seller Inventory # ABEUSA-125841

More information about this seller | Contact this seller

Buy New
US$ 85.97
Convert Currency

Add to Basket

Shipping: FREE
Within U.S.A.
Destination, Rates & Speeds

5.

Strutz, Tilo
ISBN 10: 365811455X ISBN 13: 9783658114558
New Quantity Available: > 20
Seller:
Pbshop
(Wood Dale, IL, U.S.A.)
Rating
[?]

Book Description 2015. PAP. Condition: New. New Book.Shipped from US within 10 to 14 business days. Established seller since 2000. Seller Inventory # IB-9783658114558

More information about this seller | Contact this seller

Buy New
US$ 89.79
Convert Currency

Add to Basket

Shipping: US$ 3.99
Within U.S.A.
Destination, Rates & Speeds

6.

TILO STRUTZ
Published by Springer Vieweg (2015)
ISBN 10: 365811455X ISBN 13: 9783658114558
New Paperback Quantity Available: 1
Seller:
Herb Tandree Philosophy Books
(Stroud, GLOS, United Kingdom)
Rating
[?]

Book Description Springer Vieweg, 2015. Paperback. Condition: NEW. 9783658114558 This listing is a new book, a title currently in-print which we order directly and immediately from the publisher. For all enquiries, please contact Herb Tandree Philosophy Books directly - customer service is our primary goal. Seller Inventory # HTANDREE0971717

More information about this seller | Contact this seller

Buy New
US$ 83.06
Convert Currency

Add to Basket

Shipping: US$ 10.73
From United Kingdom to U.S.A.
Destination, Rates & Speeds

7.

Tilo Strutz (author)
Published by Springer Fachmedien Wiesbaden 2015-12-07, Wiesbaden (2015)
ISBN 10: 365811455X ISBN 13: 9783658114558
New paperback Quantity Available: 5
Seller:
Blackwell's
(Oxford, OX, United Kingdom)
Rating
[?]

Book Description Springer Fachmedien Wiesbaden 2015-12-07, Wiesbaden, 2015. paperback. Condition: New. Seller Inventory # 9783658114558

More information about this seller | Contact this seller

Buy New
US$ 95.94
Convert Currency

Add to Basket

Shipping: US$ 8.06
From United Kingdom to U.S.A.
Destination, Rates & Speeds

8.

Strutz, Tilo
Published by Springer Fachmedien Wiesbaden (2015)
ISBN 10: 365811455X ISBN 13: 9783658114558
New Quantity Available: > 20
Seller:
Books2Anywhere
(Fairford, GLOS, United Kingdom)
Rating
[?]

Book Description Springer Fachmedien Wiesbaden, 2015. PAP. Condition: New. New Book. Shipped from US within 10 to 14 business days. Established seller since 2000. Seller Inventory # IB-9783658114558

More information about this seller | Contact this seller

Buy New
US$ 93.12
Convert Currency

Add to Basket

Shipping: US$ 12.10
From United Kingdom to U.S.A.
Destination, Rates & Speeds

9.

Tilo Strutz
Published by Springer Vieweg
ISBN 10: 365811455X ISBN 13: 9783658114558
New Paperback Quantity Available: > 20
Seller:
BuySomeBooks
(Las Vegas, NV, U.S.A.)
Rating
[?]

Book Description Springer Vieweg. Paperback. Condition: New. 281 pages. The subject of data fitting bridges many disciplines, especially those traditionally dealing with statistics like physics, mathematics, engineering, biology, economy, or psychology, but also more recent fields like computer vision. This book addresses itself to engineers and computer scientists or corresponding undergraduates who are interested in data fitting by the method of least-squares approximation, but have no or only limited pre-knowledge in this field. Experienced readers will find in it new ideas or might appreciate the book as a useful work of reference. Familiarity with basic linear algebra is helpful though not essential as the book includes a self-contained introduction and presents the method in a logical and accessible fashion. The primary goal of the text is to explain how data fitting via least squares works. The reader will find that the emphasis of the book is on practical matters, not on theoretical problems. In addition, the book enables the reader to design own software implementations with application-specific model functions based on the comprehensive discussion of several examples. The text is accompanied with working source code in ANSI-C for fitting with weighted least squares including outlier detection. Among others the book covers following topics fitting of linear and nonlinear functions with one- or multi-dimensional variables weighted least-squares outlier detection evaluation of the fitting results different optimisation strategies combined fitting of different model functions total least-squares approach with multi-dimensional conditions This item ships from multiple locations. Your book may arrive from Roseburg,OR, La Vergne,TN. Paperback. Seller Inventory # 9783658114558

More information about this seller | Contact this seller

Buy New
US$ 106.24
Convert Currency

Add to Basket

Shipping: FREE
Within U.S.A.
Destination, Rates & Speeds

10.

Tilo Strutz
Published by Springer Vieweg (2016)
ISBN 10: 365811455X ISBN 13: 9783658114558
New Softcover Quantity Available: 1
Seller:
Rating
[?]

Book Description Springer Vieweg, 2016. Condition: New. Seller Inventory # L9783658114558

More information about this seller | Contact this seller

Buy New
US$ 103.19
Convert Currency

Add to Basket

Shipping: US$ 3.52
From Germany to U.S.A.
Destination, Rates & Speeds

There are more copies of this book

View all search results for this book