Parameter Estimation and Inverse Problems (2004), by Richard Aster, Brian Borchers, and Clifford H. Thurber; published by Academic Press. This book primarily serves as a textbook for advanced undergraduate and introductory graduate courses. Class notes have been developed and reside on the Web to facilitate use and feedback by teaching colleagues. The authors' treatment promotes an understanding of fundamental and practical issues associated with parameter fitting and inverse problems including basic theory of inverse problems, statistical issues, computational issues, and an understanding of how to analyze the success and limitations of solutions to these problems. The text is also a...

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