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Journal Article
2004, Wiley series in probability and statistics, ISBN 9780470866979, 314
Generalised Least Squares adopts a concise and mathematically rigorous approach.  It will provide an up-to-date self-contained introduction to the unified... 
Least squares | Probability & Statistics | General | Mathematics
eBook
Journal of the American Statistical Association, ISSN 0162-1459, 9/2007, Volume 102, Issue 479, pp. 1039 - 1048
Journal Article
Journal of Computational and Applied Mathematics, ISSN 0377-0427, 07/2015, Volume 282, pp. 237 - 250
In this article the error estimation of the moving least squares approximation is provided for functions in fractional order Sobolev spaces. The analysis... 
Error bounds | Moving least squares approximation | Sobolev spaces | Meshless methods | INTERPOLATION | MATHEMATICS, APPLIED | SPACES | ERROR ANALYSIS | Mathematics - Numerical Analysis
Journal Article
Computer Methods in Applied Mechanics and Engineering, ISSN 0045-7825, 01/2018, Volume 328, pp. 775 - 803
Journal Article
Neurocomputing, ISSN 0925-2312, 2002, Volume 48, Issue 1, pp. 85 - 105
Least squares support vector machines (LS-SVM) is an SVM version which involves equality instead of inequality constraints and works with a least squares cost... 
Support vector machines | Ridge regression | Robust estimation | Sparse approximation | (Weighted) least squares | support vector machines | robust estimation | ridge regression | (weighted) least squares | sparse approximation | NETWORKS | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | CLASSIFIERS | KERNELS
Journal Article
Neurocomputing, ISSN 0925-2312, 2002, Volume 48, Issue 1-4, pp. 85 - 105
Least squares support vector machines (LS-SVM) is an SVM version which involves equality instead of inequality constraints and works with a least squares cost... 
Ridge regression | Support vector machines | Robust estimation | Sparse approximation | (Weighted) least squares
Journal Article
Applied Mathematical Modelling, ISSN 0307-904X, 08/2017, Volume 48, pp. 153 - 182
Journal Article
European Journal of Operational Research, ISSN 0377-2217, 12/2018, Volume 271, Issue 3, pp. 797 - 807
Journal Article
Journal of Computational Physics, ISSN 0021-9991, 10/2015, Volume 298, Issue C, pp. 787 - 800
Journal Article
Computers and Mathematics with Applications, ISSN 0898-1221, 09/2016, Volume 72, Issue 6, pp. 1515 - 1531
In this paper, the stability of the moving least squares (MLS) approximation and a stabilized MLS approximation is analyzed theoretically and verified... 
Element-free Galerkin method | Condition number | Moving least squares approximation | Stability | Error estimate | Meshless | Approximation | Deterioration | Least squares method | Mathematical analysis | Dirichlet problem | Mathematical models | Galerkin methods
Journal Article
Journal of the American Statistical Association, ISSN 0162-1459, 09/2001, Volume 96, Issue 455, pp. 939 - 967
Journal Article
MATHEMATICS, ISSN 2227-7390, 05/2019, Volume 7, Issue 5, p. 462
Spline approximation, using both values yi and xi as observations, is of vital importance for engineering geodesy, e.g., for approximation of profiles measured... 
MATHEMATICS | KNOT-PLACEMENT | singular dispersion matrix | constrained weighted total least squares (CWTLS) | spline approximation | total least squares (TLS) | MODEL | Gauss-Helmert (GH) model
Journal Article