1999Wiley Encyclopedia of Electrical and Electronics EngineeringRequires access

Least‐Squares Approximations

Zoran I. Mitrovski, Petar M. Djurić

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Abstract

Abstract The sections in this article are Preliminaries More Basic Concepts Basic Linear‐Algebra Concepts Least‐Squares Curve Fitting The General Linear Least‐Squares Problem Solving the Linear Least‐Squares Problem Weighted Least Squares Polynomial Fitting and Spline Interpolation Nonlinear Least Squares Sequential Least Squares Predictive Least Squares The Bootstrap Method

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Abstract The sections in this article are Preliminaries More Basic Concepts Basic Linear‐Algebra Concepts Least‐Squares Curve Fitting The General Linear Least‐Squares Problem Solving the Linear Least‐Squares Problem Weighted Least Squares Polynomial Fitting and Spline Interpolation Nonlinear Least Squares Sequential Least Squares Predictive Least Squares The Bootstrap Method

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Available abstract

Abstract The sections in this article are Preliminaries More Basic Concepts Basic Linear‐Algebra Concepts Least‐Squares Curve Fitting The General Linear Least‐Squares Problem Solving the Linear Least‐Squares Problem Weighted Least Squares Polynomial Fitting and Spline Interpolation Nonlinear Least Squares Sequential Least Squares Predictive Least Squares The Bootstrap Method

Key concepts: Non-linear least squares, Least-squares function approximation, Generalized least squares, Total least squares, Mathematics, Iteratively reweighted least squares, Linear least squares, Applied mathematics

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