Total least squares and errors-in-variables modeling : analysis, algorithms and applications / edited by Sabine Van Huffel and Philippe Lemmerling.

Other author Lemmerling, Philippe.
Other author Huffel, Sabine van.
Format Book
Publication InfoDordrecht ; Boston ; London : Kluwer Academic, ©2002.
Descriptionx, 397 pages : illustrations ; 25 cm
Subjects
Least squares.
Error analysis (Mathematics)

Contents Introduction to Total Least Squares and Errors-in-Variables Modeling / Sabine Van Huffel and Philippe Lemmerling -- Pt. I. Basic Concepts and Analysis in EIV Modeling -- TLS and its Improvements by Semiparametric Approach / Shun-ichi Amari and Motoaki Kawanabe -- Unifying Least Squares, Total Least Squares and Data Least Squares / Christopher C. Paige and Zdenek Strakos -- Bounds for the Least Squares Residual Using Scaled TLS / Christopher C. Paige and Zdenek Strakos -- Pt. II. Total Least Squares Algorithms -- Recent Developments in Rank Revealing and Lanczos Methods for Total Least Squares Related Problems / Ricardo D. Fierro and Per Christian Hansen -- A Regularized Total Least Squares Algorithm / Hongbin Guo and Rosemary A. Renaut -- The Parametric Quadratic Form Method for Solving TLS Problems with Elementwise Weighting / Amedeo Premoli and Maria Luisa Rastello -- Pt. III. Structured Total Least Squares Problems -- Structured Total Least Squares: Analysis, Algorithms and Applications / Philippe Lemmerling and Sabine Van Huffel -- Fast Structured Total Least Squares Algorithms via Exploitation of the Displacement Structure / Nicola Mastronardi, Philippe Lemmerling and Sabine Van Huffel -- The Extended STLS Algorithm for Minimizing the Extended LS Criterion / Arie Yeredor -- Pt. IV. Nonlinear EIV Models and Statistical Estimators -- Bayesian Smoothing for Measurement Error Problems / Scott M. Berry, Raymond J. Carroll and David Ruppert -- On the Polynomial Measurement Error Model / Chi-Lun Cheng and Hans Schneeweiss -- On Consistent Estimators in Nonlinear Functional EIV Models / Alexander Kukush and Silvelyn Zwanzig -- On Consistent Estimators in Linear and Bilinear Multivariate Errors-in-Variables Models / Alexander Kukush, Ivan Markovsky and Sabine Van Huffel -- Identification of Semi-Linear Models Within an Errors-in-Variables Framework / Rik Pintelon and Johan Schoukens -- Cox's Proportional Hazards Model under Covariate Measurement Error / Thomas Augustin and Regina Schwarz -- Pt. V. EIV Modeling with Bounded Uncertainties -- State-Space Estimation with Uncertain Models / Ali H. Sayed and Ananth Subramanian -- Models for Robust Estimation and Identification / Shivkumar Chandrasekaran and Keith Schubert -- Robust Solutions to Linear Approximation Problems Under Ellipsoidal Uncertainty / G. Alistair Watson -- Pt. VI. Curve Fitting -- QR Factorization of the Jacobian in Some Structured Nonlinear Least Squares Problems / Ake Bjorck -- Neural Minor Component Analysis and TLS / Giansalvo Cirrincione and Maurizio Cirrincione -- On the Structural Line Segment Model / Ori Davidov, Alexander Goldenshluger and Roman Reidman -- Model Fitting for Multiple Variables by Minimising the Geometric Mean Deviation / Chris Tofallis -- Pt. VII. EIV Estimation in System Identification -- Perspectives on Errors-in-Variables Estimation for Dynamic Systems / Torsten Soderstrom, Umberto Soverini and Kaushik Mahata -- Errors-in-Variables Filtering in Behavioural and State-Space Contexts / Roberto Guidorzi, Roberto Diversi and Umberto Soverini -- Weighted Total Least Squares, Rank Deficiency and Linear Matrix Structures / Bart De Moor -- Frequency-Domain TLS and GTLS Algorithms for Modal Analysis Applications / Peter Verboven, Patrick Guillaume and Eli Parloo -- Pt. VIII. EIV Estimation in Signal Processing -- A New Decimative Spectral Estimation Method with Unconstrained Model Order and Decimation Factor / Stavroula-Evita Fotinea, Ioannis Dologlou and George Carayannis -- Modeling Audio with Damped Sinusoids Using Total Least Squares Algorithms / Werner Verhelst, K. Hermus and P. Lemmerling / [et al.] -- Real-Time TLS Algorithms in Gaussian and Impulse Noise Environments / Da-Zheng Feng, Zheng Bao and Xian-Da Zhang -- Pt. IX. EIV Applications in Other Fields -- Efficient Computation of the Riemannian SVD in Total Least Squares Problems in Information Retrieval / Ricardo D. Fierro and Michael W. Berry -- Constrained Total Least Squares for Color Image Reconstruction / Michael K. Ng, Nirmal K. Bose and Jaehoon Koo -- Total Least Squares in Astronomy / Richard L. Branham, Jr. -- TLS and Constrained TLS Neural Networks for Computer Vision / Giansalvo Cirrincione.
General noteIncludes papers from 3rd international workshop on TLS and EIV modeling, Leuven, Aug. 27-29, 2001.
Bibliography noteIncludes bibliographical references and index.
LCCN 2002284616
ISBN1402004761
ISBN9781402004766

Availability

Library Location Call Number Status Item Actions
Joyner General Stacks QA275 .T68 2002 ✔ Available Place Hold