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...
| Κύριος συγγραφέας: | |
|---|---|
| Συγγραφή απο Οργανισμό/Αρχή: | |
| Μορφή: | Ηλεκτρονική πηγή Ηλ. βιβλίο |
| Γλώσσα: | English |
| Έκδοση: |
New York, NY :
Springer New York,
2011.
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| Έκδοση: | 4. |
| Σειρά: | Springer Texts in Statistics,
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| Θέματα: | |
| Διαθέσιμο Online: | Full Text via HEAL-Link |
Πίνακας περιεχομένων:
- 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.-.
