SØG - mellem flere end 8 millioner bøger:
Viser: Advanced Linear Modeling - Statistical Learning and Dependent Data
Advanced Linear Modeling
Statistical Learning and Dependent Data
Ronald Christensen
(2019)
Sprog: Engelsk
Springer International Publishing AG
1.292,00 kr.
Print on demand. Leveringstid vil være ca 2-3 uger.
Detaljer om varen
- 3. Udgave
- Hardback
- Udgiver: Springer International Publishing AG (December 2019)
- ISBN: 9783030291631
This book introduces several topics related to linear model theory, including: multivariate linear models, discriminant analysis, principal components, factor analysis, time series in both the frequency and time domains, and spatial data analysis. This second edition adds new material on nonparametric regression, response surface maximization, and longitudinal models. The book provides a unified approach to these disparate subjects and serves as a self-contained companion volume to the author's Plane Answers to Complex Questions: The Theory of Linear Models. Ronald Christensen is Professor of Statistics at the University of New Mexico. He is well known for his work on the theory and application of linear models having linear structure.
1. Nonparametric Regression.-
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.
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.
De oplyste priser er inkl. moms
Butikker og åbningstid
Handler du som firma
Forretningsbetingelser
Porto og forsendelse
Data & cookiepolitik
Handler du som firma
Forretningsbetingelser
Porto og forsendelse
Data & cookiepolitik
Polyteknisk Boghandel og Forlag A/S - Anker Engelundsvej 1 - 2800 Lyngby
Tlf 77 42 43 44 - email poly@polyteknisk.dk - CVR 34072655 - Sydbank Reg: 6748 Konto 0001107927
Tlf 77 42 43 44 - email poly@polyteknisk.dk - CVR 34072655 - Sydbank Reg: 6748 Konto 0001107927