Parameter estimation and inverse problems

by Aster, Richard C.

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Title Statements

Full title :Parameter estimation and inverse problems

Edition Statements

Publication Date:2013.
Edition:2nd ed

Publication Statements

Publisher(s):Academic Press
Place of Publication:Waltham, MA
Language:eng
Publication Date:2013.

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.