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Parameter estimation and hypothesis testing in linear models /
This textbook deals with the estimation of unknown parameters, the testing of hypotheses and the estimation of confidence intervals in linear models. The reader will find presentations of the Gauss-Markoff model, the analysis of variance, the multivariate model, the model with unknown variance and c...
| Clasificación: | Libro Electrónico |
|---|---|
| Autor principal: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Berlin, Heidelberg :
Springer Berlin Heidelberg,
1999.
|
| Edición: | Second, updated and enlarged edition. |
| Temas: | |
| Acceso en línea: | Texto completo |
MARC
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| 100 | 1 | |a Koch, Karl-Rudolf, |e author. | |
| 245 | 1 | 0 | |a Parameter estimation and hypothesis testing in linear models / |c Karl-Rudolf Koch. |
| 250 | |a Second, updated and enlarged edition. | ||
| 264 | 1 | |a Berlin, Heidelberg : |b Springer Berlin Heidelberg, |c 1999. | |
| 264 | 4 | |c ©1999 | |
| 300 | |a 1 online resource (xix, 333 pages) | ||
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| 520 | |a This textbook deals with the estimation of unknown parameters, the testing of hypotheses and the estimation of confidence intervals in linear models. The reader will find presentations of the Gauss-Markoff model, the analysis of variance, the multivariate model, the model with unknown variance and covariance components and the regression model as well as the mixed model for estimating random parameters. A chapter on the robust estimation of parameters and several examples have been added to this second edition. To make the book self-contained most of the necessary theorems of vector and matrix algebra and the probability distributions of test statistics are derived. Students of geodesy as well as of the natural sciences and engineering will find the emphasis on the geodetic application of statistical models extremely useful. | ||
| 504 | |a Includes bibliographical references and index. | ||
| 505 | 0 | |a Introduction -- Vector and Matrix Algebra -- Probability Theory -- Parameter Estimation in Linear Models -- Hypothesis Testing, Interval Estimation and Test for Outliers -- References -- Index. | |
| 588 | 0 | |a Print version record. | |
| 546 | |a English. | ||
| 590 | |a ProQuest Ebook Central |b Ebook Central Academic Complete | ||
| 650 | 0 | |a Geography. | |
| 650 | 0 | |a Physical geography. | |
| 650 | 0 | |a Distribution (Probability theory) | |
| 650 | 0 | |a Engineering mathematics. | |
| 650 | 6 | |a Géographie. | |
| 650 | 6 | |a Géographie physique. | |
| 650 | 6 | |a Distribution (Théorie des probabilités) | |
| 650 | 6 | |a Mathématiques de l'ingénieur. | |
| 650 | 7 | |a physical geography. |2 aat | |
| 650 | 7 | |a distribution (statistics-related concept) |2 aat | |
| 650 | 7 | |a Distribution (Probability theory) |2 fast | |
| 650 | 7 | |a Engineering mathematics |2 fast | |
| 650 | 7 | |a Geography |2 fast | |
| 650 | 7 | |a Physical geography |2 fast | |
| 758 | |i has work: |a Parameter estimation and hypothesis testing in linear models (Text) |1 https://id.oclc.org/worldcat/entity/E39PCGT6JCv6yqKFrgqbKvbxtC |4 https://id.oclc.org/worldcat/ontology/hasWork | ||
| 776 | 0 | 8 | |i Print version: |a Koch, Karl-Rudolf. |t Parameter estimation and hypothesis testing in linear models. |b 2nd ed. |d Berlin ; London : Springer, 2011 |z 9783642084614 |
| 856 | 4 | 0 | |u https://ebookcentral.uam.elogim.com/lib/uam-ebooks/detail.action?docID=3098825 |z Texto completo |
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