Nonlinear Estimation:
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
New York, NY
Springer New York
1990
|
| Schriftenreihe: | Springer Series in Statistics
|
| Schlagworte: | |
| Online-Zugang: | Volltext |
| Beschreibung: | 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. |
| Beschreibung: | 1 Online-Ressource (VIII, 189 p) |
| ISBN: | 9781461234128 9781461280019 |
| ISSN: | 0172-7397 |
| DOI: | 10.1007/978-1-4612-3412-8 |
Internformat
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Datensatz im Suchindex
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|---|---|
| any_adam_object | |
| author | Ross, Gavin J. S. |
| author_facet | Ross, Gavin J. S. |
| author_role | aut |
| author_sort | Ross, Gavin J. S. |
| author_variant | g j s r gjs gjsr |
| building | Verbundindex |
| bvnumber | BV042420123 |
| classification_tum | MAT 000 |
| collection | ZDB-2-SMA ZDB-2-BAE |
| ctrlnum | (OCoLC)863770589 (DE-599)BVBBV042420123 |
| dewey-full | 519.5 |
| dewey-hundreds | 500 - Natural sciences and mathematics |
| dewey-ones | 519 - Probabilities and applied mathematics |
| dewey-raw | 519.5 |
| dewey-search | 519.5 |
| dewey-sort | 3519.5 |
| dewey-tens | 510 - Mathematics |
| discipline | Mathematik |
| doi_str_mv | 10.1007/978-1-4612-3412-8 |
| format | Electronic eBook |
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| illustrated | Not Illustrated |
| indexdate | 2024-07-10T01:21:06Z |
| institution | BVB |
| isbn | 9781461234128 9781461280019 |
| issn | 0172-7397 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-027855540 |
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| physical | 1 Online-Ressource (VIII, 189 p) |
| psigel | ZDB-2-SMA ZDB-2-BAE ZDB-2-SMA_Archive |
| publishDate | 1990 |
| publishDateSearch | 1990 |
| publishDateSort | 1990 |
| publisher | Springer New York |
| record_format | marc |
| series2 | Springer Series in Statistics |
| spelling | Ross, Gavin J. S. Verfasser aut Nonlinear Estimation by Gavin J. S. Ross New York, NY Springer New York 1990 1 Online-Ressource (VIII, 189 p) txt rdacontent c rdamedia cr rdacarrier Springer Series in Statistics 0172-7397 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. Statistics Statistics, general Statistik Nichtlineares Phänomen (DE-588)4136065-5 gnd rswk-swf Schätztheorie (DE-588)4121608-8 gnd rswk-swf Nichtlineare Theorie (DE-588)4251279-7 gnd rswk-swf Nichtlineare Schätzung (DE-588)4248209-4 gnd rswk-swf Schätztheorie (DE-588)4121608-8 s Nichtlineares Phänomen (DE-588)4136065-5 s 1\p DE-604 Nichtlineare Schätzung (DE-588)4248209-4 s 2\p DE-604 Nichtlineare Theorie (DE-588)4251279-7 s 3\p DE-604 https://doi.org/10.1007/978-1-4612-3412-8 Verlag Volltext 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk 2\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk 3\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Ross, Gavin J. S. Nonlinear Estimation Statistics Statistics, general Statistik Nichtlineares Phänomen (DE-588)4136065-5 gnd Schätztheorie (DE-588)4121608-8 gnd Nichtlineare Theorie (DE-588)4251279-7 gnd Nichtlineare Schätzung (DE-588)4248209-4 gnd |
| subject_GND | (DE-588)4136065-5 (DE-588)4121608-8 (DE-588)4251279-7 (DE-588)4248209-4 |
| title | Nonlinear Estimation |
| title_auth | Nonlinear Estimation |
| title_exact_search | Nonlinear Estimation |
| title_full | Nonlinear Estimation by Gavin J. S. Ross |
| title_fullStr | Nonlinear Estimation by Gavin J. S. Ross |
| title_full_unstemmed | Nonlinear Estimation by Gavin J. S. Ross |
| title_short | Nonlinear Estimation |
| title_sort | nonlinear estimation |
| topic | Statistics Statistics, general Statistik Nichtlineares Phänomen (DE-588)4136065-5 gnd Schätztheorie (DE-588)4121608-8 gnd Nichtlineare Theorie (DE-588)4251279-7 gnd Nichtlineare Schätzung (DE-588)4248209-4 gnd |
| topic_facet | Statistics Statistics, general Statistik Nichtlineares Phänomen Schätztheorie Nichtlineare Theorie Nichtlineare Schätzung |
| url | https://doi.org/10.1007/978-1-4612-3412-8 |
| work_keys_str_mv | AT rossgavinjs nonlinearestimation |