Total least squares and errors-in-variables modeling
Subtitle: analysis, algorithms and applications
By: edited by Sabine Van Huffel and Philippe Lemmerling.
Contributors: Huffel, Sabine van.; Lemmerling, Philippe.
Publisher: Kluwer Academic
Published: 2002
Place of publication: Dordrecht; Boston; London
Language: eng
Number of pages: 397
Subjects: Least squares; Error analysis (Mathematics)
Notes: Includes bibliographical references and index.
Includes papers from 3rd international workshop on TLS and EIV modeling, Leuven, Aug. 27-29, 2001.
Table of contents: title: Machine generated contents note: Part I Basic Concepts and Analysis in EIV Modeling; title: TLS and its Improvements by Semiparametric Approach 15; title: Shun-ichi Amari and Motoaki Kawanabe; title: Unifying Least Squares, Total Least Squares and Data Least Squares 25; title: Christopher C. Paige and Zdendk Strakog; title: Bounds for the Least Squares Residual Using Scaled TLS 35; title: Christopher C. Paige and Zdenek Strakos; title: Part II Total Least Squares Algorithms; title: Recent Developments in Rank Revealing and Lanczos Methods; title: for Total Least Squares Related Problems 47; title: Ricardo D. Fierro and Per Christian Hansen; title: A Regularized Total Least Squares Algorithm 57; title: Hongbin Guo and Rosemary A. Renaut; title: The Parametric Quadratic Form Method for; title: Solving TLS Problems with Elementwise Weighting 67; title: Amedeo Premoli and Maria Luisa Rastello; title: Part III Structured Total Least Squares Problems; title: Structured Total Least Squares: Analysis, Algorithms and Applications 79; title: Philippe Lemmerling and Sabine Van Huffel; title: Fast Structured Total Least Squares Algorithms; title: via Exploitation of the Displacement Structure 93; title: Nicola Mastronardi, Philippe Lemmerling and Sabine Van Huffel; title: The Extended STLS Algorithm for Minimizing; title: the Extended LS Criterion 107; title: Arie Yeredor; title: Part IV Nonlinear EIV Models and Statistical Estimators; title: Bayesian Smoothing for Measurement Error Problems 121; title: Scott M. Berry, Raymond J. Carroll and David Ruppert; title: On the Polynomial Measurement Error Model 131; title: Chi-Lun Cheng and Hans Schneeweiss; title: On Consistent Estimators in Nonlinear Functional EIV Models 145; title: Alexander Kukush and Silvelyn Zwanzig; title: On Consistent Estimators in Linear and Bilinear Multivariate; title: Errors-in-Variables Models 155; title: Alexander Kukush, Ivan Markovsky and Sabine Van Huffel; title: Identification of Semi-Linear Models Within an; title: Errors-in-Variables Framework 165; title: Rik Pintelon and Johan Schoukens; title: Cox's Proportional Hazards Model under Covariate Measurement Error 179; title: Thomas Augustin and Regina Schwarz; title: Part V EIV Modeling with Bounded Uncertainties; title: State-Space Estimation with Uncertain Models 191; title: Ali H. Sayed and Ananth Subramanian; title: Models for Robust Estimation and Identification 203; title: Shivkumar Chandrasekaran and Keith Schubert; title: Robust Solutions to Linear Approximation Problems; title: Under Ellipsoidal Uncertainty 213; title: G. Alistair Watson; title: Part VI Curve Fitting; title: QR Factorization of the Jacobian; title: in Some Structured Nonlinear Least Squares Problems 225; title: Ake Bjorck; title: Neural Minor Component Analysis and TLS 235; title: Giansalvo Cirrincione and Maurizio Cirrincione; title: On the Structural Line Segment Model 251; title: Ori Davidov, Alexander Goldenshluger and Roman Reidman; title: Model Fitting for Multiple Variables; title: by Minimising the Geometric Mean Deviation 261; title: Chris Tofallis; title: Part VII EIV Estimation in System Identification; title: Perspectives on Errors-in-Variables Estimation for Dynamic Systems 271; title: Torsten Soderstrom, Umberto Soverini and Kaushik Mahata; title: Errors-in-Variables Filtering in Behavioural and State-Space Contexts 281; title: Roberto Guidorzi, Roberto Diversi and Umberto Soverini; title: Weighted Total Least Squares, Rank Deficiency; title: and inear Matrix Structures 293; title: Bart De Moor; title: Frequency-Domain TLS and GTLS Algorithms; title: for Modal Analysis Applications 305; title: Peter Verboven, Patrick Guillaume and Eli Parloo; title: Part VIII EIV Estimation in Signal Processing; title: A New Decimative Spectral Estimation Method with; title: Unconstrained Model Order and Decimation Factor 321; title: Stavroula-Evita Fotinea, loannis Dologlou and George Carayannis; title: Modeling Audio with Damped Sinusoids Using; title: Total Least Squares Algorithms 331; title: Werner Verhelst, K. Hermus P. Lemmerling,; title: P. Wambacq and S. Van Huffel; title: Real-Time TLS Algorithms in Gaussian; title: and Impulse Noise Environments 341; title: Da-Zheng Feng, Zheng Bao and Xian-Da Zhang; title: Part IX EIV Applications in Other Fields; title: Efficient Computation of the Riemannian SVD in; title: Total Least Squares Problems in Information Retrieval 353; title: Ricardo D. Fierro and Michael W. Berry; title: Constrained Total Least Squares for Color Image Reconstruction 365; title: Michael K. Ng, Nirmal K. Bose and Jaehoon Koo; title: Total Least Squares in Astronomy 375; title: Richard L. Branham, Jr.; title: TLS and Constrained TLS Neural Networks for Computer Vision 385; title: Giansalvo Cirrincione.