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Total Least Squares and Errors-in-Variables Modeling - Analysis, Algorithms and Applications (Paperback, Softcover reprint of the original 1st ed. 2002)
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Total Least Squares and Errors-in-Variables Modeling - Analysis, Algorithms and Applications (Paperback, Softcover reprint of the original 1st ed. 2002)
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In response to a growing interest in Total Least Squares (TLS) and
Errors-In-Variables (EIV) modeling by researchers and
practitioners, well-known experts from several disciplines were
invited to prepare an overview paper and present it at the third
international workshop on TLS and EIV modeling held in Leuven,
Belgium, August 27-29, 2001. These invited papers, representing
two-thirds of the book, together with a selection of other
presented contributions yield a complete overview of the main
scientific achievements since 1996 in TLS and Errors-In-Variables
modeling. In this way, the book nicely completes two earlier books
on TLS (SIAM 1991 and 1997). Not only computational issues, but
also statistical, numerical, algebraic properties are described, as
well as many new generalizations and applications. Being aware of
the growing interest in these techniques, it is a strong belief
that this book will aid and stimulate users to apply the new
techniques and models correctly to their own practical problems.
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