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Mathematical physics --- Statistical physics --- Physique statistique --- 519.2 --- Physics --- Mathematical statistics --- Probability. Mathematical statistics --- Statistical methods --- Statistical physics. --- 519.2 Probability. Mathematical statistics --- Statistique mathématique --- Distribution (théorie des probabilités) --- Échantillonnage (statistique) --- Mathematical statistics. --- Distribution (théorie des probabilités) --- Échantillonnage (statistique) --- Statistique mathématique --- Moindres carres
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Operational research. Game theory --- Moindres carrés --- Least squares --- Academic collection --- #TELE:SISTA --- 519.6 --- Method of least squares --- Squares, Least --- Curve fitting --- Geodesy --- Mathematical statistics --- Mathematics --- Probabilities --- Triangulation --- Computational mathematics. Numerical analysis. Computer programming --- Least squares. --- 519.6 Computational mathematics. Numerical analysis. Computer programming --- Moindres carrés
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statistiek --- Mathematical statistics --- Regression Analysis --- Outliers (Statistics) --- Least squares --- 519.2 --- Regression analysis --- Analysis, Regression --- Linear regression --- Regression modeling --- Multivariate analysis --- Structural equation modeling --- Data editing --- Sampling (Statistics) --- Statistics --- Method of least squares --- Squares, Least --- Curve fitting --- Geodesy --- Mathematics --- Probabilities --- Triangulation --- Probability. Mathematical statistics --- 519.2 Probability. Mathematical statistics --- Moindres carrés --- Moindres carrés --- Least squares. --- Outliers (Statistics). --- Regression analysis. --- Statistiek. --- regressie-analyse --- wiskundige statistiek --- #ECO:01.01:economie algemeen --- 303.5 --- AA / International- internationaal --- 519.233 --- 519.233 Parametric methods --- Parametric methods --- Theorie van correlatie en regressie. (OLS, adjusted LS, weighted LS, restricted LS, GLS, SLS, LIML, FIML, maximum likelihood). Parametric and non-parametric methods and theory (wiskundige statistiek) --- Analyse de régression --- Observations aberrantes (Statistique) --- Observations aberrantes (statistique) --- Statistiques robustes --- Statistique mathematique --- Analyse statistique --- Regression
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Numerical approximation theory --- Computer. Automation --- Mathematical statistics --- Curve fitting --- Least squares --- Multivariate analysis --- Courbes empiriques --- Moindres carrés --- Analyse multivariée --- Data processing --- Informatique --- CURVE FITTING --- data processing --- Operations Research. --- Probability. --- Engineering. --- 517.9 --- wiskunde --- kanstheorie --- statistiek --- combinatieleer --- -Least squares --- -Multivariate analysis --- -#WWIS:IBM/STAT --- 517.518.8 --- 519.6 --- 681.3*G12 --- Multivariate distributions --- Multivariate statistical analysis --- Statistical analysis, Multivariate --- Analysis of variance --- Matrices --- Method of least squares --- Squares, Least --- Geodesy --- Mathematics --- Probabilities --- Triangulation --- Fitting, Curve --- Numerical analysis --- Smoothing (Numerical analysis) --- Statistics --- Engineerings --- Research, Operations --- Decision Theory --- Game Theory --- Information Theory --- Differential equations. Integral equations. Other functional equations. Finite differences. Calculus of variations. Functional analysis --- Approximation of functions by polynomials and their generalizations --- Computational mathematics. Numerical analysis. Computer programming --- Approximation: chebyshev; elementary function; least squares; linear approximation; minimax approximation and algorithms; nonlinear and rational approximation; spline and piecewise polynomial approximation (Numerical analysis) --- Graphic methods --- Engineering --- Operations research --- Probability --- Data processing. --- Operations research. --- 681.3*G12 Approximation: chebyshev; elementary function; least squares; linear approximation; minimax approximation and algorithms; nonlinear and rational approximation; spline and piecewise polynomial approximation (Numerical analysis) --- 519.6 Computational mathematics. Numerical analysis. Computer programming --- 517.518.8 Approximation of functions by polynomials and their generalizations --- 517.9 Differential equations. Integral equations. Other functional equations. Finite differences. Calculus of variations. Functional analysis --- Moindres carrés --- Analyse multivariée --- Operations Research --- #WWIS:IBM/STAT --- Operational Research --- Research, Operational --- Statistique mathématique --- Statistique mathématique --- Analyse factorielle --- Factor analysis --- Statistique mathématique. --- Simulation, Méthodes de --- Curve fitting - Data processing --- Least squares - data processing --- Multivariate analysis - data processing
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This book focuses on Least Squares Support Vector Machines (LS-SVMs) which are reformulations to standard SVMs. LS-SVMs are closely related to regularization networks and Gaussian processes but additionally emphasize and exploit primal-dual interpretations from optimization theory. The authors explain the natural links between LS-SVM classifiers and kernel Fisher discriminant analysis. Bayesian inference of LS-SVM models is discussed, together with methods for imposing sparseness and employing robust statistics. The framework is further extended towards unsupervised learning by considering P
517.5 --- 681.3*C12 --- 681.3*G12 --- 681.3*G12 Approximation: chebyshev elementary function least squares linear approximation minimax approximation and algorithms nonlinear and rational approximation spline and piecewise polynomial approximation (Numerical analysis) --- Approximation: chebyshev elementary function least squares linear approximation minimax approximation and algorithms nonlinear and rational approximation spline and piecewise polynomial approximation (Numerical analysis) --- 517.5 Theory of functions --- Theory of functions --- 681.3*C12 Multiple data stream architectures (multiprocessors): MIMD SIMD pipeline and parallel processors array-, vector-, associative processors interconnection architectures: common bus, multiport memory, crossbar switch --- Multiple data stream architectures (multiprocessors): MIMD SIMD pipeline and parallel processors array-, vector-, associative processors interconnection architectures: common bus, multiport memory, crossbar switch --- Moindres carrés --- Method of least squares --- Squares, Least --- Curve fitting --- Triangulation --- Multiple data stream architectures (multiprocessors): MIMD; SIMD; pipeline and parallel processors; array-, vector-, associative processors; interconnection architectures: common bus, multiport memory, crossbar switch --- Approximation: chebyshev; elementary function; least squares; linear approximation; minimax approximation and algorithms; nonlinear and rational approximation; spline and piecewise polynomial approximation (Numerical analysis) --- 681.3*G12 Approximation: chebyshev; elementary function; least squares; linear approximation; minimax approximation and algorithms; nonlinear and rational approximation; spline and piecewise polynomial approximation (Numerical analysis) --- 681.3*C12 Multiple data stream architectures (multiprocessors): MIMD; SIMD; pipeline and parallel processors; array-, vector-, associative processors; interconnection architectures: common bus, multiport memory, crossbar switch --- Moindres carrés --- Machine learning. --- Algorithms. --- Kernel functions. --- Least squares. --- Functions, Kernel --- Algorism --- Learning, Machine --- AA / International- internationaal --- 303.5 --- 305.976 --- 305.971 --- Theorie van correlatie en regressie. (OLS, adjusted LS, weighted LS, restricted LS, GLS, SLS, LIML, FIML, maximum likelihood). Parametric and non-parametric methods and theory (wiskundige statistiek). --- Algoritmen. Optimisatie. --- Speciale gevallen in econometrische modelbouw. --- Planning (firm) --- Operational research. Game theory --- Geodesy --- Mathematical statistics --- Mathematics --- Probabilities --- Functions of complex variables --- Geometric function theory --- Algebra --- Arithmetic --- Artificial intelligence --- Machine theory --- Foundations --- Machine learning --- Algorithms --- Kernel functions --- Least squares --- E-books --- Support vector machines. --- Apprentissage automatique --- Algorithmes --- Noyaux (Mathématiques) --- Theorie van correlatie en regressie. (OLS, adjusted LS, weighted LS, restricted LS, GLS, SLS, LIML, FIML, maximum likelihood). Parametric and non-parametric methods and theory (wiskundige statistiek) --- Algoritmen. Optimisatie --- Speciale gevallen in econometrische modelbouw
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