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A Primer on Linear Models /

Preface Examples of the General Linear Model Introduction One-Sample Problem Simple Linear Regression Multiple Regression One-Way ANOVA First Discussion The Two-Way Nested Model Two-Way Crossed Model Analysis of Covariance Autoregression Discussion The Linear Least Squares Problem The Normal Equatio...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Monahan, John F.
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Boca Raton, FL : Chapman & Hall/CRC Press, [2008]
Colección:Texts in statistical science.
Temas:
Acceso en línea:Texto completo
Tabla de Contenidos:
  • Front cover; Contents; Preface; Chapter 1: Examples of the General Linear Model; Chapter 2: The Linear Least Squares Problem; Chapter 3: Estimability and Least Squares Estimators; Chapter 4: Gauss-Markov Model; Chapter 5. Distributional Theory; Chapter 6. Statistical Inference; Chapter 7. Further Topics in Testing; Chapter 8. Variance Components and Mixed Models; Chapter 9. The Multivariate Linear Model; Appendix A: Review of Linear Algebra; Appendix B: Lagrange Multipliers; Bibliography; Back cover.