Linear Models and Generalizations : Least Squares and Alternatives
Thebookisbasedonseveralyearsofexperienceofbothauthorsinteaching linear models at various levels. It gives an up-to-date account of the theory and applications of linear models. The book can be used as a text for courses in statistics at the graduate level and as an accompanying text for courses in o...
Shranjeno v:
| Auteurs principaux: | , , , |
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| Drugi avtorji: | |
| Format: | Livre numérique |
| Jezik: | Anglais |
| Izdano: |
Berlin, Heidelberg :
Springer Berlin Heidelberg
[20..].
Cham : Springer Nature |
| Izdaja: | Version électronique de la troisième édition augmentée. |
| Serija: | Springer Series in Statistics
|
| Teme: | |
| Online dostop: | Accès sur la plateforme de l'éditeur Accès sur la plateforme Istex Accès Université d'Orléans Accès INSA CVL |
| Sporočilo: |
L'impression du document génère 582 p. Archives Springer e-books (Licence nationale) Archives Springer e-books (Licence nationale) |
| Autres localisations: | Voir dans le Sudoc |
| Edition sous un autre format: | • Linear Models and Generalizations, Texte imprimé, 9783540842224 • Linear models and generalizations, least squares and alternatives, C. Radhakrishna Rao ... [et al.], Third extended edition, 2008, Berlin, Springer, 1 vol. (XIX-570 p.), Springer series in statistics, 3-540-74226-3 • Linear models and generalizations, least squares and alternatives, C. Radhakrishna Rao ... [et al.], Third extended edition, 2008, Berlin, Springer, 1 vol. (XIX-570 p.), Springer series in statistics, 3-540-74226-3 |
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|---|---|---|---|
| 001 | 940001 | ||
| 008 | 080505q2000 xxe ||| |||| 00| 0 eng d | ||
| 009 | PPN12373567X | ||
| 020 | |a 9783540742272 | ||
| 041 | 0 | |a eng | |
| 082 | |a 519.5 | ||
| 084 | |a 62-01. 2010 | ||
| 084 | |a 62J05. 2010 | ||
| 084 | |a 62J10. 2010 | ||
| 100 | 1 | |a Rao, Calyampudi Radhakrishna, |d 1920-2023, |c mathématicien. | |
| 245 | 1 | 0 | |a Linear Models and Generalizations : |b Least Squares and Alternatives |c C. Radhakrishna Rao, Helge Toutenburg, Shalabh, Christian Heumann ; with contributions by Michael Schomaker. |
| 250 | |a Version électronique de la troisième édition augmentée. | ||
| 260 | |a Berlin, Heidelberg : |b Springer Berlin Heidelberg. | ||
| 260 | |a Cham : |b Springer Nature, |c [20..]. | ||
| 490 | 0 | |a Springer Series in Statistics |x 2197-568X | |
| 500 | |a L'impression du document génère 582 p. | ||
| 500 | |a Archives Springer e-books (Licence nationale) | ||
| 500 | |a Archives Springer e-books (Licence nationale) | ||
| 504 | |a Bibliogr. Index | ||
| 505 | | | |a Contient des exercices | |
| 506 | |a Accès en ligne pour les établissements français bénéficiaires des licences nationales | ||
| 506 | |a Accès soumis à abonnement pour tout autre établissement | ||
| 506 | |a Conditions particulières de réutilisation pour les bénéficiaires des licences nationales. https://www.licencesnationales.fr/springer-nature-ebooks-contrat-licence-ln-2017 | ||
| 520 | |a Thebookisbasedonseveralyearsofexperienceofbothauthorsinteaching linear models at various levels. It gives an up-to-date account of the theory and applications of linear models. The book can be used as a text for courses in statistics at the graduate level and as an accompanying text for courses in other areas. Some of the highlights in this book are as follows. A relatively extensive chapter on matrix theory (Appendix A) provides the necessary tools for proving theorems discussed in the text and o?ers a selectionofclassicalandmodernalgebraicresultsthatareusefulinresearch work in econometrics, engineering, and optimization theory. The matrix theory of the last ten years has produced a series of fundamental results aboutthe de?niteness ofmatrices,especially forthe di?erences ofmatrices, which enable superiority comparisons of two biased estimates to be made for the ?rst time. We have attempted to provide a uni?ed theory of inference from linear models with minimal assumptions. Besides the usual least-squares theory, alternative methods of estimation and testing based on convex loss fu- tions and general estimating equations are discussed. Special emphasis is given to sensitivity analysis and model selection. A special chapter is devoted to the analysis of categorical data based on logit, loglinear, and logistic regression models. The material covered, theoretical discussion, and a variety of practical applications will be useful not only to students but also to researchers and consultants in statistics | ||
| 650 | |a Modèles linéaires (statistique) | ||
| 650 | |a Analyse de régression | ||
| 700 | 1 | |a Toutenburg, Helge. |4 aut | |
| 700 | 1 | |a Heumann, Christian. |4 aut | |
| 700 | 1 | |a Shalabh. |4 aut | |
| 700 | 1 | |a Schomaker, Michael. |4 clb | |
| 776 | 0 | |t Linear Models and Generalizations |b Texte imprimé |z 9783540842224 | |
| 776 | 0 | |0 120871173 |t Linear models and generalizations |o least squares and alternatives |f C. Radhakrishna Rao ... [et al.] |e Third extended edition |d 2008 |c Berlin |n Springer |p 1 vol. (XIX-570 p.) |s Springer series in statistics |z 3-540-74226-3 | |
| 776 | 0 | |0 120871173 |t Linear models and generalizations |o least squares and alternatives |f C. Radhakrishna Rao ... [et al.] |e Third extended edition |d 2008 |c Berlin |n Springer |p 1 vol. (XIX-570 p.) |s Springer series in statistics |z 3-540-74226-3 | |
| 856 | 4 | |q PDF |u https://doi.org/10.1007/978-3-540-74227-2 |z Accès sur la plateforme de l'éditeur | |
| 856 | 4 | |u https://revue-sommaire.istex.fr/ark:/67375/8Q1-3QZ9PW46-3 |z Accès sur la plateforme Istex | |
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| 856 | 4 | |5 180339901:750885173 |u https://ezproxy.insa-cvl.fr/login?qurl=https://dx.doi.org/10.1007/978-3-540-74227-2 |z Accès INSA CVL | |
| 997 | |0 940001 |1 Livre numérique |a Ressource numérique |b INSA |b ENSA |c 0/Bibliothèque numérique/ |c 1/Bibliothèque numérique/Autre ressource numérique/ | ||