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Plane Answers to Complex Questions The Theory of Linear Models /
This textbook provides a wide-ranging introduction to the use and theory of linear models for analyzing data. The author's emphasis is on providing a unified treatment of linear models, including analysis of variance models and regression models, based on projections, orthogonality, and other v...
| Clasificación: | Libro Electrónico |
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| Autor principal: | |
| Autor Corporativo: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
New York, NY :
Springer New York : Imprint: Springer,
2011.
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| Edición: | 4th ed. 2011. |
| Colección: | Springer Texts in Statistics,
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| Temas: | |
| Acceso en línea: | Texto Completo |
Tabla de Contenidos:
- Introduction
- Estimation
- Testing
- One-Way ANOVA
- Multiple Comparison Techniques
- Regression Analysis
- Multifactor Analysis of Variance
- Experimental Design Models
- Analysis of Covariance
- General Gauss-Markov Models
- Split Plot Models
- Mixed Models and Variance Components
- Model Diagnostics
- Variable Selection
- Collinearity and Alternative Estimates.-.