• Loosely speaking, a residual is the error in a result. To be precise, suppose we want to find x such that f ( x ) = b . {\displaystyle f(x)=b.} Given an...
    2 KB (391 words) - 07:13, 18 August 2023
  • Thumbnail for Numerical analysis
    Numerical analysis is the study of algorithms that use numerical approximation (as opposed to symbolic manipulations) for the problems of mathematical...
    39 KB (3,919 words) - 15:17, 22 April 2025
  • mortgage Residual (statistics) Studentized residual Residual time, in the theory of renewal processes Residual (numerical analysis) Minimal residual method...
    2 KB (272 words) - 09:33, 25 July 2024
  • Loss of significance Numerical error Numerical stability Error propagation: Propagation of uncertainty Residual (numerical analysis) Relative change and...
    70 KB (8,327 words) - 09:12, 7 June 2025
  • In mathematics, the generalized minimal residual method (GMRES) is an iterative method for the numerical solution of an indefinite nonsymmetric system...
    20 KB (3,328 words) - 16:42, 25 May 2025
  • Thumbnail for Principal component analysis
    numerical computational package, the function princomp computes principal component analysis, the function pca computes principal component analysis with...
    117 KB (14,851 words) - 06:44, 17 June 2025
  • Thumbnail for Least squares
    (link) CS1 maint: numeric names: authors list (link) Rencher, Alvin C.; Christensen, William F. (2012-08-15). Methods of Multivariate Analysis. John Wiley &...
    36 KB (5,243 words) - 23:15, 19 June 2025
  • Thumbnail for Data analysis
    data analysis framework developed at CERN. SciPy – Python library for scientific computing. Julia – A programming language well-suited for numerical analysis...
    66 KB (7,188 words) - 14:10, 8 June 2025
  • in applied areas such as numerical analysis and statistics. In numerical simulation or modeling of real systems, error analysis is concerned with the changes...
    7 KB (1,070 words) - 02:01, 3 April 2023
  • "Modular Arithmetic for Solving Linear Equations on the GPU". Seminar on Numerical Analysis. pp. 68–70. Pernet, Clément (June 2015). "Exact linear algebra algorithmic:...
    14 KB (1,597 words) - 11:30, 25 May 2025
  • parallel computing with an easy-to-use API. IMSL Numerical Libraries are libraries of numerical analysis functionality implemented in standard programming...
    24 KB (2,794 words) - 08:11, 25 May 2025
  • Thumbnail for Homotopy analysis method
    solve nonlinear systems. Different from the numerical technique of homotopy continuation, the homotopy analysis method is an analytic approximation method...
    16 KB (2,128 words) - 05:35, 3 November 2024
  • Thumbnail for Finite element method
    A. Craig: Numerical Analysis and Optimization: An Introduction to Mathematical Modelling and Numerical Simulation. K. J. Bathe: Numerical methods in...
    59 KB (7,792 words) - 08:01, 25 May 2025
  • Thumbnail for Least-squares spectral analysis
    (2007). Numerical Recipes (3rd ed.). Cambridge University Press. ISBN 978-0-521-88068-8. P. Vaníček (1 August 1969). "Approximate Spectral Analysis by Least-squares...
    28 KB (3,354 words) - 00:20, 17 June 2025
  • answers to questions in continuous mathematics. It is a subfield of numerical analysis, and a type of linear algebra. Computers use floating-point arithmetic...
    20 KB (2,769 words) - 17:53, 18 June 2025
  • The 1 degree of freedom is the dimension of this subspace. The second residual vector is the least-squares projection onto the (n − 1)-dimensional orthogonal...
    30 KB (4,530 words) - 12:18, 18 June 2025
  • deciding whether the numerical results quantifying hypothesized relationships between variables, obtained from regression analysis, are acceptable as descriptions...
    9 KB (1,117 words) - 22:30, 3 May 2024
  • based ANOVA analysis assumes the independence, normality, and homogeneity of variances of the residuals. The randomization-based analysis assumes only...
    56 KB (7,645 words) - 06:39, 28 May 2025
  • Iterative method (category Numerical analysis)
    expression Iterative refinement Kaczmarz method Non-linear least squares Numerical analysis Root-finding algorithm Amritkar, Amit; de Sturler, Eric; Świrydowicz...
    11 KB (1,556 words) - 01:03, 20 June 2025
  • Thumbnail for Minimal residual method
    The Minimal Residual Method or MINRES is a Krylov subspace method for the iterative solution of symmetric linear equation systems. It was proposed by mathematicians...
    7 KB (1,117 words) - 11:05, 25 May 2025
  • Thumbnail for Computational fluid dynamics
    Computational fluid dynamics (CFD) is a branch of fluid mechanics that uses numerical analysis and data structures to analyze and solve problems that involve fluid...
    68 KB (8,648 words) - 17:44, 15 April 2025
  • A., 1972. The Method of Weighed Residuals and Variational Principles. Academic Press. Durran, D. R., 1999. Numerical Methods for Wave Equations in Geophysical...
    9 KB (1,297 words) - 02:42, 4 March 2024
  • Thumbnail for Statistics
    country") is the discipline that concerns the collection, organization, analysis, interpretation, and presentation of data. In applying statistics to a...
    78 KB (8,835 words) - 13:23, 19 June 2025
  • for ordinary (unweighted), weighted, and generalized (correlated) residuals. Numerical methods for linear least squares include inverting the matrix of...
    34 KB (5,375 words) - 12:13, 4 May 2025
  • reliability analysis or reliability engineering in engineering, duration analysis or duration modelling in economics, and event history analysis in sociology...
    50 KB (6,976 words) - 09:21, 9 June 2025
  • Ridge regression (category Regression analysis)
    ISBN 0-8247-0156-9. Kress, Rainer (1998). "Tikhonov Regularization". Numerical Analysis. New York: Springer. pp. 86–90. ISBN 0-387-98408-9. Press, W. H.;...
    31 KB (4,148 words) - 19:58, 15 June 2025
  • 2 {\displaystyle S=\sum _{i=1}^{m}r_{i}^{2}} is minimized, where the residuals (in-sample prediction errors) ri are given by r i = y i − f ( x i , β...
    28 KB (4,539 words) - 08:58, 21 March 2025
  • Thumbnail for Isotonic regression
    Isotonic regression (category Numerical analysis)
    In statistics and numerical analysis, isotonic regression or monotonic regression is the technique of fitting a free-form line to a sequence of observations...
    10 KB (1,449 words) - 20:24, 19 June 2025
  • A correlation coefficient is a numerical measure of some type of linear correlation, meaning a statistical relationship between two variables. The variables...
    8 KB (754 words) - 04:50, 11 June 2025
  • Engineering/Science research Numerical analysis provides a variety of techniques to represent (store) and compute approximations to mathematical numerical values. Errors...
    18 KB (2,248 words) - 03:34, 12 June 2025