Applied Regression Analysis A Research Tool /
Least squares estimation, when used appropriately, is a powerful research tool. A deeper understanding of the regression concepts is essential for achieving optimal benefits from a least squares analysis. This book builds on the fundamentals of statistical methods and provides appropriate concepts t...
Συγγραφή απο Οργανισμό/Αρχή: | |
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Άλλοι συγγραφείς: | , , |
Μορφή: | Ηλεκτρονική πηγή Ηλ. βιβλίο |
Γλώσσα: | English |
Έκδοση: |
New York, NY :
Springer New York,
1998.
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Έκδοση: | Second Edition. |
Σειρά: | Springer Texts in Statistics,
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Θέματα: | |
Διαθέσιμο Online: | Full Text via HEAL-Link |
Πίνακας περιεχομένων:
- Review of Simple Regression
- to Matrices
- Multiple Regression in Matrix Notation
- Analysis of Variance and Quadratic Forms
- Case Study: Five Independent Variables
- Geometry of Least Squares
- Model Development: Variable Selection
- Polynomial Regression
- Class Variables in Regression
- Problem Areas in Least Squares
- Regression Diagnostics
- Transformation of Variables
- Collinearity
- Case Study: Collinearity Problems
- Models Nonlinear in the Parameters
- Case Study: Response Curve Modeling
- Analysis of Unbalanced Data
- Mixed Effects Models
- Case Study: Analysis of Unbalanced Data.