|
" Parameter estimation and inverse problems "
Document Type
|
:
|
BL
|
Record Number
|
:
|
183301
|
Doc. No
|
:
|
b92306
|
Main Entry
|
:
|
Aster, Richard C
|
Title & Author
|
:
|
Parameter estimation and inverse problems
|
Edition Statement
|
:
|
2nd ed. // Richard C. Aster, Brian Borchers, Clifford H. Thurber
|
Page. NO
|
:
|
x, 360 pages :: illustrations,; 25 cm
|
ISBN
|
:
|
9780123850485
|
|
:
|
: 0123850487
|
Notes
|
:
|
Machine generated contents note: Preface Chapter 1: Introduction Chapter 2: Linear Regression Chapter 3: Rank Deficiency and Ill Conditioning Chapter 4: Tikhonov Regularization Chapter 5: Discretizing Inverse Problems Using Basis Functions Chapter 6: Iterative Methods Chapter 7: Additional Regularization Techniques Chapter 8: Fourier Techniques Chapter 9: Nonlinear Regression Chapter 10: Nonlinear Inverse Problems Chapter 11: Bayesian Methods Chapter 12: Epilogue A. Review of Linear Algebra B. Review of Probability and Statistics C. Review of Vector Calculus D. Glossary of Notation Bibliography Index
|
Bibliographies/Indexes
|
:
|
Includes bibliographical references and index
|
Subject
|
:
|
Parameter estimation
|
Subject
|
:
|
Inverse problems (Differential equations)
|
Subject
|
:
|
Inversion (Geophysics)
|
Subject
|
:
|
Mathematical models
|
Dewey Classification
|
:
|
515/.357
|
LC Classification
|
:
|
QA276.8.A88 2013
|
Added Entry
|
:
|
Borchers, Brian
|
|
:
|
Thurber, Clifford H
|
| |