Resource title

Numerical Linear Algebra

Resource image

image for OpenScout resource :: Numerical Linear Algebra

Resource description

Many methods of computational statistics lead to matrix-algebra or numerical- mathematics problems. For example, the least squares method in linear regression reduces to solving a system of linear equations. The principal components method is based on finding eigenvalues and eigenvectors of a matrix. Nonlinear optimization methods such as Newton?s method often employ the inversion of a Hessian matrix. In all these cases, we need numerical linear algebra.

Resource author

Pavel Čížek, Lenka Čížková

Resource publisher

Resource publish date

Resource language

eng

Resource content type

text/html

Resource resource URL

http://hdl.handle.net/10419/22197

Resource license

Adapt according to the presented license agreement and reference the original author.