The method of least squares is today the principal tool for reducing the influence of errors when fitting models to given observations. This volume gives an in-depth treatment of topics such as methods for sparse least squares problems, iterative methods, modified least squares, weighted problems, and constrained and regularized problems.
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Ake Bjorck is Professor of Mathematics at Linkoping University in Sweden. He has coauthored the wellknown textbook Numerical Methods with Germund Dahlquist and has published more than 50 technical papers. He is the managing editor of BIT and has served on the editorial boards of many other prominent international journals. He has been a member of SIAM since 1969.
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