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U.S. Department of Energy
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Inverse problem theory: Methods for data fitting and model parameter estimation

Book ·
OSTI ID:6134210
The book provides an up-to-date description of the methods used for fitting experimental data, or to estimate model parameters, and to unify these methods into the Inverse Problem Theory. The first part of the book deals with problems and describes Maximum likelihood, Monte Carlo, Least squares, and Least absolute values methods. The second part deals with inverse problems involving functions. Theoretical concepts are emphasized, and the author has all the useful formulas listed, with many special cases included. The book serves as a reference manual.
OSTI ID:
6134210
Country of Publication:
United States
Language:
English