Linear models [[electronic resource] ] : an integrated approach / / Debasis Sengupta, Sreenivasa Rao Jammalamadaka

• Autore: Sengupta Debasis
• Pubblicazione: River Edge, N.J., : World Scientific, c2003
• Descrizione fisica: 1 online resource (646 p.)
• Disciplina: 519.5
• Soggetto topico: Linear models (Statistics); Analysis of covariance; Regression analysis
• Altri autori: JammalamadakaS. Rao
• Note generali: Description based upon print version of record.
• Nota di bibliografia: Includes bibliographical references (p. 587-606) and index.
• Nota di contenuto: 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
• Sommario/riassunto: 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.
• Titolo autorizzato: Linear models
• ISBN: 1-281-34775-2; 9786611347758; 981-256-490-X
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Lingua di pubblicazione: Inglese
• Record Nr.: 9910783224203321
• Lo trovi qui: Univ. Federico II
• Serie: Series on multivariate analysis ; ; v. 6.