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Viser: Advanced Linear Modeling - Statistical Learning and Dependent Data
Advanced Linear Modeling
Statistical Learning and Dependent Data
Ronald Christensen
(2019)
Sprog: Engelsk
Detaljer om varen
- 3. Udgave
- Hardback
- Udgiver: Springer International Publishing AG (December 2019)
- ISBN: 9783030291631
2. Penalized Estimation.-
3. Reproducing Kernel Hilbert Spaces.-
4. Covariance Parameter Estimation.-
5. Mixed Models and Variance Components.-
6. Frequency Analysis of Time Series.-
7. Time Domain Analysis.-
8. Linear Models for Spacial Data: Kriging.-
9. Multivariate Linear Models: General.
10. Multivariate Linear Models: Applications.-
11. Generalized Multivariate Linear Models and Longitudinal Data.-
12. Discrimination and Allocation.-
13. Binary Discrimination and Regression.-
14. Principal Components, Classical Multidimensional Scaling, and Factor Analysis.- A Mathematical Background.- B Best Linear Predictors.- C Residual Maximum Likelihood.- Index.- Author Index.