Large-Scale Inverse Problems and Quantification of Uncertainty

This book focuses on computational methods for large-scale statistical inverse problems and provides an introduction to statistical Bayesian and frequentist methodologies. Recent research advances for approximation methods are discussed, along with Kalman filtering methods and optimization-based approaches to solving inverse problems. The aim is to cross-fertilize the perspectives of researchers in the areas of data assimilation, statistics, large-scale...

• Format: Hardcover
• Language: English
• ISBN: 0470697431
• ISBN13: 9780470697436
• Release Date: November 2010
• Publisher: Wiley
• Length: 400 Pages
• Weight: 1.70 lbs.
• Dimensions: 0.9" x 6.1" x 9.2"