Tools for statistics in Matlab

Science feels like reinventing the wheel each time. There are great statistics tools in Matlab but one needs the toolbox, even for a PCA… Of course this is free in python but since several pipelines are made in Matlab, I really wanted to have my tools available there.

So I coded what has probably been coded thousands of times before, a multidimensional linear regression tool, and a multidimensional orthogonal regression tool, and the bootstrap codes for these tools.

At least I know how they work now…

https://github.com/SergeDmi/MatlabTools/tree/master/statistics

This includes :
Multidimensional linear regression
Multidimensional orthogonal regression
Bootstrap for both
N-dimensional “cross product”
A matlab PCA implementation

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