Least-Squares optimal affine subspace

Version 1.0.0.0 (3.55 KB) by Ofek Shilon
Computes the affine subspace (eg, line, plane) that optimally fits the input data
4.7
(3)
2.9K Downloads
Updated 8 Aug 2006

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The zip includes:
(1) lsqAffineSpace: a 'low level' routine that takes a set of m-dimensional real sample data and returns the optimal-fit k-dimensional affine subspace, with some options for discarding outliers.
(2) lsqPlane and lsqLine: lsqAffineSpace wrappers, that compute optimal line and hyperplane (plane, if the samples are 3-vectors) of the input samples.
(3) lsqAffineTestScript: demonstrating usage of the functions.

Cite As

Ofek Shilon (2024). Least-Squares optimal affine subspace (https://www.mathworks.com/matlabcentral/fileexchange/11920-least-squares-optimal-affine-subspace), MATLAB Central File Exchange. Retrieved .

MATLAB Release Compatibility
Created with R2006a
Compatible with any release
Platform Compatibility
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Version Published Release Notes
1.0.0.0