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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 | Mathematics | Probability & Statistics | General
eBook
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
Applied Mathematical Modelling, ISSN 0307-904X, 08/2017, Volume 48, pp. 153 - 182
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
European Journal of Operational Research, ISSN 0377-2217, 12/2018, Volume 271, Issue 3, pp. 797 - 807
•Smooth alternative to nonparametric segmented concave least squares.•We use a differentiable approximation using smoothly mixing Cobb-Douglas anchor... 
OR in banking | Simulation | Nonparametric concave least squares | Bayesian analysis | Segmented least squares | REGRESSION | MANAGEMENT | CAPITALIZATION | MULTILAYER FEEDFORWARD NETWORKS | RISK | DISTANCE FUNCTION | FORMS | COST | OPERATIONS RESEARCH & MANAGEMENT SCIENCE | EUROPEAN BANKING | EFFICIENCY
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
Applied Mathematical Modelling, ISSN 0307-904X, 07/2017, Volume 47, pp. 45 - 62
•Properties, stability and error of the complex moving least squares approximation are analyzed theoretically.•A stabilized complex moving least squares... 
Element-free Galerkin method | Complex variable | Moving least squares approximation | Stability | Error estimate | Meshless | KERNEL PARTICLE METHOD | EQUATIONS | MATHEMATICS, INTERDISCIPLINARY APPLICATIONS | MECHANICS | ENGINEERING, MULTIDISCIPLINARY | SINE-GORDON | BOUNDARY NODE METHOD
Journal Article
SIAM Journal on Scientific Computing, ISSN 1064-8275, 2011, Volume 33, Issue 1, pp. 195 - 222
Given a certain function f, various methods have been proposed in the past for addressing the important problem of computing the matrix-vector product f(A)b... 
Least squares polynomials | Gaussian process | Sampling | Matrix function | matrix function | least squares polynomials | MATHEMATICS, APPLIED | MATRIX FUNCTIONS | sampling | KRYLOV SUBSPACE METHOD | SYSTEMS | ITERATIVE SOLUTION | COMPUTATION | Studies | Polynomials | Matrix | Normal distribution | Approximations
Journal Article