Least squares data fitting with applications:
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Baltimore, Md.
Johns Hopkins University Press
2013
|
| Schlagworte: | |
| Online-Zugang: | FAW01 FAW02 Volltext |
| Beschreibung: | Includes bibliographical references and index "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 |
| Beschreibung: | 1 Online-Ressource (xv, 305 pages) |
| ISBN: | 1421407868 1421408589 9781421407869 9781421408583 |
Internformat
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| 245 | 1 | 0 | |a Least squares data fitting with applications |c Per Christian Hansen, Víctor Pereyra, Godela Scherer |
| 264 | 1 | |a Baltimore, Md. |b Johns Hopkins University Press |c 2013 | |
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| 500 | |a Includes bibliographical references and index | ||
| 500 | |a "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 | ||
| 650 | 7 | |a MATHEMATICS / General |2 bisacsh | |
| 650 | 7 | |a Least squares |2 fast | |
| 650 | 7 | |a Mathematical models |2 fast | |
| 650 | 4 | |a Mathematisches Modell | |
| 650 | 4 | |a Least squares | |
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Datensatz im Suchindex
| _version_ | 1804175485866868736 |
|---|---|
| any_adam_object | |
| author | Hansen, Per Christian 1957- |
| author_GND | (DE-588)12198379X (DE-588)142743453 |
| author_facet | Hansen, Per Christian 1957- |
| author_role | aut |
| author_sort | Hansen, Per Christian 1957- |
| author_variant | p c h pc pch |
| building | Verbundindex |
| bvnumber | BV043087792 |
| collection | ZDB-4-EBA |
| ctrlnum | (OCoLC)828720556 (DE-599)BVBBV043087792 |
| dewey-full | 511/.42 |
| dewey-hundreds | 500 - Natural sciences and mathematics |
| dewey-ones | 511 - General principles of mathematics |
| dewey-raw | 511/.42 |
| dewey-search | 511/.42 |
| dewey-sort | 3511 242 |
| dewey-tens | 510 - Mathematics |
| discipline | Mathematik |
| format | Electronic eBook |
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| id | DE-604.BV043087792 |
| illustrated | Not Illustrated |
| indexdate | 2024-07-10T07:17:03Z |
| institution | BVB |
| isbn | 1421407868 1421408589 9781421407869 9781421408583 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-028511984 |
| oclc_num | 828720556 |
| open_access_boolean | |
| owner | DE-1046 DE-1047 |
| owner_facet | DE-1046 DE-1047 |
| physical | 1 Online-Ressource (xv, 305 pages) |
| psigel | ZDB-4-EBA ZDB-4-EBA FAW_PDA_EBA |
| publishDate | 2013 |
| publishDateSearch | 2013 |
| publishDateSort | 2013 |
| publisher | Johns Hopkins University Press |
| record_format | marc |
| spelling | Hansen, Per Christian 1957- Verfasser (DE-588)12198379X aut Least squares data fitting with applications Per Christian Hansen, Víctor Pereyra, Godela Scherer Baltimore, Md. Johns Hopkins University Press 2013 1 Online-Ressource (xv, 305 pages) txt rdacontent c rdamedia cr rdacarrier Includes bibliographical references and index "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 MATHEMATICS / General bisacsh Least squares fast Mathematical models fast Mathematisches Modell Least squares Mathematical models Ausgleichsrechnung (DE-588)4143526-6 gnd rswk-swf Regressionsanalyse (DE-588)4129903-6 gnd rswk-swf Approximation (DE-588)4002498-2 gnd rswk-swf Methode der kleinsten Quadrate (DE-588)4038974-1 gnd rswk-swf Methode der kleinsten Quadrate (DE-588)4038974-1 s Approximation (DE-588)4002498-2 s Ausgleichsrechnung (DE-588)4143526-6 s Regressionsanalyse (DE-588)4129903-6 s 1\p DE-604 Pereyra, Victor Sonstige oth Scherer, Godela Sonstige (DE-588)142743453 oth http://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=601157 Aggregator Volltext 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Hansen, Per Christian 1957- Least squares data fitting with applications MATHEMATICS / General bisacsh Least squares fast Mathematical models fast Mathematisches Modell Least squares Mathematical models Ausgleichsrechnung (DE-588)4143526-6 gnd Regressionsanalyse (DE-588)4129903-6 gnd Approximation (DE-588)4002498-2 gnd Methode der kleinsten Quadrate (DE-588)4038974-1 gnd |
| subject_GND | (DE-588)4143526-6 (DE-588)4129903-6 (DE-588)4002498-2 (DE-588)4038974-1 |
| title | Least squares data fitting with applications |
| title_auth | Least squares data fitting with applications |
| title_exact_search | Least squares data fitting with applications |
| title_full | Least squares data fitting with applications Per Christian Hansen, Víctor Pereyra, Godela Scherer |
| title_fullStr | Least squares data fitting with applications Per Christian Hansen, Víctor Pereyra, Godela Scherer |
| title_full_unstemmed | Least squares data fitting with applications Per Christian Hansen, Víctor Pereyra, Godela Scherer |
| title_short | Least squares data fitting with applications |
| title_sort | least squares data fitting with applications |
| topic | MATHEMATICS / General bisacsh Least squares fast Mathematical models fast Mathematisches Modell Least squares Mathematical models Ausgleichsrechnung (DE-588)4143526-6 gnd Regressionsanalyse (DE-588)4129903-6 gnd Approximation (DE-588)4002498-2 gnd Methode der kleinsten Quadrate (DE-588)4038974-1 gnd |
| topic_facet | MATHEMATICS / General Least squares Mathematical models Mathematisches Modell Ausgleichsrechnung Regressionsanalyse Approximation Methode der kleinsten Quadrate |
| url | http://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=601157 |
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