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Awange, Joseph

Linear and Nonlinear Models

Awange, Joseph - Linear and Nonlinear Models, ebook

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ISBN: 9783642222412
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Table of contents

1. The First Problem of Algebraic Regression
Erik W. Grafarend, Joseph L. Awange

2. The First Problem of Probabilistic Regression: The Bias Problem
Erik W. Grafarend, Joseph L. Awange

3. The Second Problem of Algebraic Regression
Erik W. Grafarend, Joseph L. Awange

4. The Second Problem of Probabilistic Regression
Erik W. Grafarend, Joseph L. Awange

5. The Third Problem of Algebraic Regression
Erik W. Grafarend, Joseph L. Awange

6. The Third Problem of Probabilistic Regression
Erik W. Grafarend, Joseph L. Awange

7. Overdetermined System of Nonlinear Equations on Curved Manifolds
Erik W. Grafarend, Joseph L. Awange

8. The Fourth Problem of Probabilistic Regression
Erik W. Grafarend, Joseph L. Awange

9. The Fifth Problem of Algebraic Regression: The System of Conditional Equations: Homogeneous and Inhomogeneous Equations:




{mathbf{By} = mathbf{Bi} mathbf{versus} -mathbf{c} + mathbf{By} = mathbf{Bi}}



Erik W. Grafarend, Joseph L. Awange

10. The Fifth Problem of Probabilistic Regression
Erik W. Grafarend, Joseph L. Awange

11. The Sixth Problem of Probabilistic Regression the random effect model – “errors-in-variable”
Erik W. Grafarend, Joseph L. Awange

12. The Nonlinear Problem of the 3d Datum Transformation and the Procrustes Algorithm
Erik W. Grafarend, Joseph L. Awange

13. The Sixth Problem of Generalized Algebraic Regression
Erik W. Grafarend, Joseph L. Awange

14. Special Problems of Algebraic Regression and Stochastic Estimation
Erik W. Grafarend, Joseph L. Awange

15. Algebraic Solutions of Systems of Equations
Erik W. Grafarend, Joseph L. Awange

Keywords: Earth Sciences, Geophysics/Geodesy, Linear and Multilinear Algebras, Matrix Theory, Statistical Theory and Methods

Author(s)
 
Publisher
Springer
Publication year
2012
Language
en
Edition
2012
Page amount
1037 pages
Category
Natural Sciences
Format
Ebook
eISBN (PDF)
9783642222412

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