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Record Nr. |
UNINA9910821230203321 |
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Autore |
Sengupta Debasis |
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Titolo |
Linear models : an integrated approach / / Debasis Sengupta, Sreenivasa Rao Jammalamadaka |
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Pubbl/distr/stampa |
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River Edge, N.J., : World Scientific, c2003 |
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ISBN |
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1-281-34775-2 |
9786611347758 |
981-256-490-X |
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Edizione |
[1st ed.] |
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Descrizione fisica |
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1 online resource (646 p.) |
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Collana |
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Series on multivariate analysis ; ; vol. 6 |
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Altri autori (Persone) |
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Disciplina |
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Soggetti |
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Linear models (Statistics) |
Analysis of covariance |
Regression analysis |
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Lingua di pubblicazione |
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Formato |
Materiale a stampa |
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Livello bibliografico |
Monografia |
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Note generali |
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Description based upon print version of record. |
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Nota di bibliografia |
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Includes bibliographical references (p. 587-606) and index. |
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Nota di contenuto |
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Preface; Contents; Glossary of Abbreviations; Glossary of Matrix Notations; Chapter 1 Introduction; Chapter 2 Review of Linear Algebra; Chapter 3 Review of Statistical Results; Chapter 4 Estimation in the Linear Model; Chapter 5 Further Inference in the Linear Model; Chapter 6 Analysis of Variance in Basic Designs; Chapter 7 General Linear Model; Chapter 8 Misspecified or Unknown Dispersion; Chapter 9 Updates in the General Linear Model; Chapter 10 Multivariate Linear Model; Chapter 11 Linear Inference - Other Perspectives; Solutions to Odd-Numbered Exercises; Bibliography and Author Index |
Index |
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Sommario/riassunto |
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Linear Models: An Integrated Approach aims to provide a clearand deep understanding of the general linear model using simplestatistical ideas. Elegant geometric arguments are also invoked asneeded and a review of vector spaces and matrices is provided to makethe treatment self-contained. |
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