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The Resource Least squares data fitting with applications, Per Christian Hansen, Víctor Pereyra, Godela Scherer, (electronic book)

Least squares data fitting with applications, Per Christian Hansen, Víctor Pereyra, Godela Scherer, (electronic book)

Label
Least squares data fitting with applications
Title
Least squares data fitting with applications
Statement of responsibility
Per Christian Hansen, Víctor Pereyra, Godela Scherer
Creator
Contributor
Subject
Language
eng
Summary
"As one of the classical statistical regression techniques, and often the first to be taught to new students, least squares fitting can be a very effective tool in data analysis. Given measured data, we establish a relationship between independent and dependent variables so that we can use the data predictively. The main concern of Least Squares Data Fitting with Applications is how to do this on a computer with efficient and robust computational methods for linear and nonlinear relationships. The presentation also establishes a link between the statistical setting and the computational issues. In a number of applications, the accuracy and efficiency of the least squares fit is central, and Per Christian Hansen, Víctor Pereyra, and Godela Scherer survey modern computational methods and illustrate them in fields ranging from engineering and environmental sciences to geophysics. Anyone working with problems of linear and nonlinear least squares fitting will find this book invaluable as a hands-on guide, with accessible text and carefully explained problems."--Publisher's website
Cataloging source
MiAaPQ
http://library.link/vocab/creatorName
Hansen, Per Christian
Illustrations
  • illustrations
  • charts
Index
index present
LC call number
QA275
LC item number
.H36 2013
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/relatedWorkOrContributorName
  • Pereyra, V.
  • Scherer, Godela
http://library.link/vocab/subjectName
  • Least squares
  • Curve fitting
Label
Least squares data fitting with applications, Per Christian Hansen, Víctor Pereyra, Godela Scherer, (electronic book)
Instantiates
Publication
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Control code
EBC3318664
Dimensions
unknown
Extent
xv, 305 p.
Form of item
  • online
  • electronic
Isbn
9781421407869
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other physical details
ill.
Reproduction note
Electronic resource.
Specific material designation
remote
Label
Least squares data fitting with applications, Per Christian Hansen, Víctor Pereyra, Godela Scherer, (electronic book)
Publication
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Control code
EBC3318664
Dimensions
unknown
Extent
xv, 305 p.
Form of item
  • online
  • electronic
Isbn
9781421407869
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other physical details
ill.
Reproduction note
Electronic resource.
Specific material designation
remote

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