Linear Models : an Integrated Approach.
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.
Clasificación: | Libro Electrónico |
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Autor principal: | |
Otros Autores: | |
Formato: | Electrónico eBook |
Idioma: | Inglés |
Publicado: |
Singapore :
World Scientific,
2003.
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Colección: | Series on multivariate analysis ;
v. 6. |
Temas: | |
Acceso en línea: | Texto completo |
Tabla de Contenidos:
- 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.