Total Least Squares and Errors-in-Variables Modeling: Analysis, Algorithms and Applications
Editat de S. van Huffel, P. Lemmerlingen Limba Engleză Hardback – 28 feb 2002
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Specificații
ISBN-13: 9781402004766
ISBN-10: 1402004761
Pagini: 412
Ilustrații: X, 398 p.
Dimensiuni: 156 x 234 x 28 mm
Greutate: 0.74 kg
Ediția:2002
Editura: SPRINGER NETHERLANDS
Colecția Springer
Locul publicării:Dordrecht, Netherlands
ISBN-10: 1402004761
Pagini: 412
Ilustrații: X, 398 p.
Dimensiuni: 156 x 234 x 28 mm
Greutate: 0.74 kg
Ediția:2002
Editura: SPRINGER NETHERLANDS
Colecția Springer
Locul publicării:Dordrecht, Netherlands
Public țintă
ResearchCuprins
to Total Least Squares and Errors-in-Variables Modeling.- TLS and its Improvements by Semiparametric Approach.- Unifying Least Squares, Total Least Squares and Data Least Squares.- Bounds for the Least Squares Residual Using Scaled TLS.- Recent Developments in Rank Revealing and Lanczos Methods for Total Least Squares Related Problems.- A Regularized Total Least Squares Algorithm.- The Parametric Quadratic Form Method for Solving TLS Problems with Elementwise Weighting.- Structured Total Least Squares: Analysis, Algorithms and Applications.- Fast Structured Total Least Squares Algorithms via Exploitation of the Displacement Structure.- The Extended STLS Algorithm for Minimizing the Extended LS Criterion.- Bayesian Smoothing for Measurement Error Problems.- On the Polynomial Measurement Error Model.- On Consistent Estimators in Nonlinear Functional EIV Models.- On Consistent Estimators in Linear and Bilinear Multivariate Errors-in-Variables Models.- Identification of Semi-Linear Models Within an Errors-in-Variables Framework.- Cox’s Proportional Hazards Model under Covariate Measurement Error.- State-Space Estimation with Uncertain Models.- Models for Robust Estimation and Identification.- Robust Solutions to Linear Approximation Problems Under Ellipsoidal Uncertainty.- QR Factorization of the Jacobian in Some Structured Nonlinear Least Squares Problems.- Neural Minor Component Analysis and TLS.- On the Structural Line Segment Model.- Model Fitting for Multiple Variables by Minimising the Geometric Mean Deviation.- Perspectives on Errors-in-Variables Estimation for Dynamic Systems.- Errors-in-Variables Filtering in Behavioural and State-Space Contexts.- Weighted Total Least Squares, Rank Deficiency and Linear Matrix Structures.- Frequency-Domain TLS and GTLS Algorithmsfor Modal Analysis Applications.- A New Decimative Spectral Estimation Method with Unconstrained Model Order and Decimation Factor.- Modeling Audio with Damped Sinusoids Using Total Least Squares Algorithms.- Real-Time TLS Algorithms in Gaussian and Impulse Noise Environments.- Efficient Computation of the Riemannian SVD in Total Least Squares Problems in Information Retrieval.- Constrained Total Least Squares for Color Image Reconstruction.- Total Least Squares in Astronomy.- TLS and Constrained TLS Neural Networks for Computer Vision.