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Regression Utilities

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Regression Utilities



20 Aug 2013 (Updated )

A variety of regression utilities

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This zip file contains five functions related to regression. The functions are:

1) cookdist.m calculates Cook's distance for data points
2) irsvdregr.m performs Iterative Reweighted Least Squares (IRLS) regression
3) ladratregr.m peforms Least Absolute Deviation (LAD) rational regression
4) ladregr.m performs Least Absolute Deviation (LAD) regression
5) ratregr.m performs weighted least squares rational regression
6) ripley.m calculates the Total Least Squares (TLS) linear polynomial using Ripley's algorithm
7) svdregr.m performs weighted least squares regression using singular value decomposition
8) totregr.m performs Total Least Squares regression using the Delta Method

MATLAB release MATLAB 7.1.0 (R14SP3)
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10 Feb 2014

Added cookdist.m, ladratregr.m, and ratregr.m

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